From 996d0cec9da86432200cbf31236fb7a65bab856e Mon Sep 17 00:00:00 2001
From: PRIYANSHU TIWARI <techarena955@gmail.com>
Date: Sat, 27 Jul 2024 20:07:25 +0530
Subject: [PATCH] here is my EDA of UAE real estate

---
 .../real-estate-data-uae-eda.ipynb            | 1143 +++++++++++++++++
 .../Real Estate Data UAE/uae_properties.csv   |  493 +++++++
 2 files changed, 1636 insertions(+)
 create mode 100644 Hedging with Real Estate/UAE Real Estate/Real Estate Data UAE/real-estate-data-uae-eda.ipynb
 create mode 100644 Hedging with Real Estate/UAE Real Estate/Real Estate Data UAE/uae_properties.csv

diff --git a/Hedging with Real Estate/UAE Real Estate/Real Estate Data UAE/real-estate-data-uae-eda.ipynb b/Hedging with Real Estate/UAE Real Estate/Real Estate Data UAE/real-estate-data-uae-eda.ipynb
new file mode 100644
index 00000000..73417c36
--- /dev/null
+++ b/Hedging with Real Estate/UAE Real Estate/Real Estate Data UAE/real-estate-data-uae-eda.ipynb	
@@ -0,0 +1,1143 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "ae79c08f",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-03-24T08:03:15.436164Z",
+     "iopub.status.busy": "2024-03-24T08:03:15.434415Z",
+     "iopub.status.idle": "2024-03-24T08:03:18.053560Z",
+     "shell.execute_reply": "2024-03-24T08:03:18.052318Z"
+    },
+    "papermill": {
+     "duration": 2.631326,
+     "end_time": "2024-03-24T08:03:18.056433",
+     "exception": false,
+     "start_time": "2024-03-24T08:03:15.425107",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [],
+   "source": [
+    "import pandas as pd\n",
+    "import seaborn as sns\n",
+    "import matplotlib.pyplot as plt"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "id": "54e12fe8",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-03-24T08:03:18.072495Z",
+     "iopub.status.busy": "2024-03-24T08:03:18.071451Z",
+     "iopub.status.idle": "2024-03-24T08:03:18.134971Z",
+     "shell.execute_reply": "2024-03-24T08:03:18.133888Z"
+    },
+    "papermill": {
+     "duration": 0.074603,
+     "end_time": "2024-03-24T08:03:18.137941",
+     "exception": false,
+     "start_time": "2024-03-24T08:03:18.063338",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "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>id</th>\n",
+       "      <th>title</th>\n",
+       "      <th>displayAddress</th>\n",
+       "      <th>bathrooms</th>\n",
+       "      <th>bedrooms</th>\n",
+       "      <th>addedOn</th>\n",
+       "      <th>type</th>\n",
+       "      <th>rera</th>\n",
+       "      <th>propertyType</th>\n",
+       "      <th>price</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>10837871</td>\n",
+       "      <td>★ EXCLUSIVE RELEASE ★ | LUXURY 3 BED FLAT | GO...</td>\n",
+       "      <td>Sobha One, Sobha Hartland, Mohammed Bin Rashid...</td>\n",
+       "      <td>2</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2024-01-06T17:05:24+00:00</td>\n",
+       "      <td>buy</td>\n",
+       "      <td>8.171857e+08</td>\n",
+       "      <td>apartment</td>\n",
+       "      <td>3950000</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>10880180</td>\n",
+       "      <td>★ BUY NOW 624,000AED ★ (20% FIRST PAYMENT + 4%...</td>\n",
+       "      <td>Sobha Verde, Jumeirah Lake Towers, Dubai</td>\n",
+       "      <td>2</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2024-01-13T21:19:31+00:00</td>\n",
+       "      <td>buy</td>\n",
+       "      <td>8.171857e+08</td>\n",
+       "      <td>apartment</td>\n",
+       "      <td>2600000</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>11220200</td>\n",
+       "      <td>GREEN HEART OF DUBAI |URBAN DESIGN | LUXURY LI...</td>\n",
+       "      <td>Park Horizon, Dubai Hills Estate, Dubai</td>\n",
+       "      <td>2</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2024-03-12T03:18:54+00:00</td>\n",
+       "      <td>buy</td>\n",
+       "      <td>2.125966e+09</td>\n",
+       "      <td>apartment</td>\n",
+       "      <td>3450000</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>11176502</td>\n",
+       "      <td>Prime Location | Corner Spacious Unit | Bright...</td>\n",
+       "      <td>AZIZI Riviera, Meydan One, Meydan, Dubai</td>\n",
+       "      <td>2</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2024-03-04T06:53:51+00:00</td>\n",
+       "      <td>buy</td>\n",
+       "      <td>7.114978e+10</td>\n",
+       "      <td>apartment</td>\n",
+       "      <td>2000000</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>11179908</td>\n",
+       "      <td>Very Limited | Ideal For Investment | 40% Disc...</td>\n",
+       "      <td>Verdana, Dubai Investment Park, Dubai</td>\n",
+       "      <td>2</td>\n",
+       "      <td>0</td>\n",
+       "      <td>2024-03-04T13:24:39+00:00</td>\n",
+       "      <td>buy</td>\n",
+       "      <td>4.652616e+08</td>\n",
+       "      <td>apartment</td>\n",
+       "      <td>284000</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>...</th>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>487</th>\n",
+       "      <td>11221319</td>\n",
+       "      <td>Best Offer | Limited 3 Bed | Furnished Serviced</td>\n",
+       "      <td>North 43 Residences, Jumeirah Village Circle, ...</td>\n",
+       "      <td>2</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2024-03-12T08:31:25+00:00</td>\n",
+       "      <td>buy</td>\n",
+       "      <td>4.560277e+08</td>\n",
+       "      <td>apartment</td>\n",
+       "      <td>1914927</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>488</th>\n",
+       "      <td>10837884</td>\n",
+       "      <td>LUXURY FLAT | GOLDEN VISA | GREAT VIEW | FLEXI...</td>\n",
+       "      <td>Sobha Verde, Jumeirah Lake Towers, Dubai</td>\n",
+       "      <td>2</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2024-01-06T17:09:49+00:00</td>\n",
+       "      <td>buy</td>\n",
+       "      <td>8.171857e+08</td>\n",
+       "      <td>apartment</td>\n",
+       "      <td>2650000</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>489</th>\n",
+       "      <td>11134630</td>\n",
+       "      <td>Magnificent| Luxurious l High ROI</td>\n",
+       "      <td>310 Riverside Crescent, Sobha Hartland II, Moh...</td>\n",
+       "      <td>2</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2024-02-26T06:31:21+00:00</td>\n",
+       "      <td>buy</td>\n",
+       "      <td>1.733539e+08</td>\n",
+       "      <td>apartment</td>\n",
+       "      <td>2191944</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>490</th>\n",
+       "      <td>11151144</td>\n",
+       "      <td>Full Burj Khalifa  | High Floor | Confirm Seller</td>\n",
+       "      <td>Boulevard Point, Downtown Dubai, Dubai</td>\n",
+       "      <td>2</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2024-02-28T07:11:49+00:00</td>\n",
+       "      <td>buy</td>\n",
+       "      <td>6.512528e+09</td>\n",
+       "      <td>apartment</td>\n",
+       "      <td>6600000</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>491</th>\n",
+       "      <td>10615925</td>\n",
+       "      <td>Invest in this Modern Unit For Your Family!</td>\n",
+       "      <td>Ansam 1, Ansam, Yas Island, Abu Dhabi</td>\n",
+       "      <td>2</td>\n",
+       "      <td>0</td>\n",
+       "      <td>2023-11-22T09:40:55+00:00</td>\n",
+       "      <td>buy</td>\n",
+       "      <td>NaN</td>\n",
+       "      <td>apartment</td>\n",
+       "      <td>850000</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>492 rows × 10 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "           id                                              title  \\\n",
+       "0    10837871  ★ EXCLUSIVE RELEASE ★ | LUXURY 3 BED FLAT | GO...   \n",
+       "1    10880180  ★ BUY NOW 624,000AED ★ (20% FIRST PAYMENT + 4%...   \n",
+       "2    11220200  GREEN HEART OF DUBAI |URBAN DESIGN | LUXURY LI...   \n",
+       "3    11176502  Prime Location | Corner Spacious Unit | Bright...   \n",
+       "4    11179908  Very Limited | Ideal For Investment | 40% Disc...   \n",
+       "..        ...                                                ...   \n",
+       "487  11221319    Best Offer | Limited 3 Bed | Furnished Serviced   \n",
+       "488  10837884  LUXURY FLAT | GOLDEN VISA | GREAT VIEW | FLEXI...   \n",
+       "489  11134630                  Magnificent| Luxurious l High ROI   \n",
+       "490  11151144   Full Burj Khalifa  | High Floor | Confirm Seller   \n",
+       "491  10615925        Invest in this Modern Unit For Your Family!   \n",
+       "\n",
+       "                                        displayAddress  bathrooms  bedrooms  \\\n",
+       "0    Sobha One, Sobha Hartland, Mohammed Bin Rashid...          2         3   \n",
+       "1             Sobha Verde, Jumeirah Lake Towers, Dubai          2         3   \n",
+       "2              Park Horizon, Dubai Hills Estate, Dubai          2         3   \n",
+       "3             AZIZI Riviera, Meydan One, Meydan, Dubai          2         3   \n",
+       "4                Verdana, Dubai Investment Park, Dubai          2         0   \n",
+       "..                                                 ...        ...       ...   \n",
+       "487  North 43 Residences, Jumeirah Village Circle, ...          2         3   \n",
+       "488           Sobha Verde, Jumeirah Lake Towers, Dubai          2         3   \n",
+       "489  310 Riverside Crescent, Sobha Hartland II, Moh...          2         3   \n",
+       "490             Boulevard Point, Downtown Dubai, Dubai          2         3   \n",
+       "491              Ansam 1, Ansam, Yas Island, Abu Dhabi          2         0   \n",
+       "\n",
+       "                       addedOn type          rera propertyType    price  \n",
+       "0    2024-01-06T17:05:24+00:00  buy  8.171857e+08    apartment  3950000  \n",
+       "1    2024-01-13T21:19:31+00:00  buy  8.171857e+08    apartment  2600000  \n",
+       "2    2024-03-12T03:18:54+00:00  buy  2.125966e+09    apartment  3450000  \n",
+       "3    2024-03-04T06:53:51+00:00  buy  7.114978e+10    apartment  2000000  \n",
+       "4    2024-03-04T13:24:39+00:00  buy  4.652616e+08    apartment   284000  \n",
+       "..                         ...  ...           ...          ...      ...  \n",
+       "487  2024-03-12T08:31:25+00:00  buy  4.560277e+08    apartment  1914927  \n",
+       "488  2024-01-06T17:09:49+00:00  buy  8.171857e+08    apartment  2650000  \n",
+       "489  2024-02-26T06:31:21+00:00  buy  1.733539e+08    apartment  2191944  \n",
+       "490  2024-02-28T07:11:49+00:00  buy  6.512528e+09    apartment  6600000  \n",
+       "491  2023-11-22T09:40:55+00:00  buy           NaN    apartment   850000  \n",
+       "\n",
+       "[492 rows x 10 columns]"
+      ]
+     },
+     "execution_count": 2,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df = pd.read_csv(r\"/kaggle/input/real-estate-data-uae/uae_properties.csv\")\n",
+    "df"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "id": "1b1bfdf2",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-03-24T08:03:18.154456Z",
+     "iopub.status.busy": "2024-03-24T08:03:18.153737Z",
+     "iopub.status.idle": "2024-03-24T08:03:18.180210Z",
+     "shell.execute_reply": "2024-03-24T08:03:18.178853Z"
+    },
+    "papermill": {
+     "duration": 0.03779,
+     "end_time": "2024-03-24T08:03:18.183036",
+     "exception": false,
+     "start_time": "2024-03-24T08:03:18.145246",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "<class 'pandas.core.frame.DataFrame'>\n",
+      "RangeIndex: 492 entries, 0 to 491\n",
+      "Data columns (total 10 columns):\n",
+      " #   Column          Non-Null Count  Dtype  \n",
+      "---  ------          --------------  -----  \n",
+      " 0   id              492 non-null    int64  \n",
+      " 1   title           492 non-null    object \n",
+      " 2   displayAddress  492 non-null    object \n",
+      " 3   bathrooms       492 non-null    int64  \n",
+      " 4   bedrooms        492 non-null    int64  \n",
+      " 5   addedOn         492 non-null    object \n",
+      " 6   type            492 non-null    object \n",
+      " 7   rera            323 non-null    float64\n",
+      " 8   propertyType    492 non-null    object \n",
+      " 9   price           492 non-null    int64  \n",
+      "dtypes: float64(1), int64(4), object(5)\n",
+      "memory usage: 38.6+ KB\n"
+     ]
+    }
+   ],
+   "source": [
+    "df.info()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "f0a5aba7",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-03-24T08:03:18.199884Z",
+     "iopub.status.busy": "2024-03-24T08:03:18.199294Z",
+     "iopub.status.idle": "2024-03-24T08:03:18.206831Z",
+     "shell.execute_reply": "2024-03-24T08:03:18.205344Z"
+    },
+    "papermill": {
+     "duration": 0.019145,
+     "end_time": "2024-03-24T08:03:18.209566",
+     "exception": false,
+     "start_time": "2024-03-24T08:03:18.190421",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/tmp/ipykernel_18/4177135682.py:1: FutureWarning: A value is trying to be set on a copy of a DataFrame or Series through chained assignment using an inplace method.\n",
+      "The behavior will change in pandas 3.0. This inplace method will never work because the intermediate object on which we are setting values always behaves as a copy.\n",
+      "\n",
+      "For example, when doing 'df[col].method(value, inplace=True)', try using 'df.method({col: value}, inplace=True)' or df[col] = df[col].method(value) instead, to perform the operation inplace on the original object.\n",
+      "\n",
+      "\n",
+      "  df['rera'].fillna(df['rera'].mean(),inplace = True)\n"
+     ]
+    }
+   ],
+   "source": [
+    "df['rera'].fillna(df['rera'].mean(),inplace = True)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "id": "f192a044",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-03-24T08:03:18.226862Z",
+     "iopub.status.busy": "2024-03-24T08:03:18.226439Z",
+     "iopub.status.idle": "2024-03-24T08:03:18.236974Z",
+     "shell.execute_reply": "2024-03-24T08:03:18.235908Z"
+    },
+    "papermill": {
+     "duration": 0.02173,
+     "end_time": "2024-03-24T08:03:18.239432",
+     "exception": false,
+     "start_time": "2024-03-24T08:03:18.217702",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "id                0\n",
+       "title             0\n",
+       "displayAddress    0\n",
+       "bathrooms         0\n",
+       "bedrooms          0\n",
+       "addedOn           0\n",
+       "type              0\n",
+       "rera              0\n",
+       "propertyType      0\n",
+       "price             0\n",
+       "dtype: int64"
+      ]
+     },
+     "execution_count": 5,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df.isnull().sum()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "id": "5523a496",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-03-24T08:03:18.258470Z",
+     "iopub.status.busy": "2024-03-24T08:03:18.258064Z",
+     "iopub.status.idle": "2024-03-24T08:03:18.283829Z",
+     "shell.execute_reply": "2024-03-24T08:03:18.282681Z"
+    },
+    "papermill": {
+     "duration": 0.038112,
+     "end_time": "2024-03-24T08:03:18.286752",
+     "exception": false,
+     "start_time": "2024-03-24T08:03:18.248640",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "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>bathrooms</th>\n",
+       "      <th>bedrooms</th>\n",
+       "      <th>price</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>count</th>\n",
+       "      <td>492.0</td>\n",
+       "      <td>492.000000</td>\n",
+       "      <td>4.920000e+02</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>mean</th>\n",
+       "      <td>2.0</td>\n",
+       "      <td>2.140244</td>\n",
+       "      <td>2.166491e+06</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>std</th>\n",
+       "      <td>0.0</td>\n",
+       "      <td>1.357879</td>\n",
+       "      <td>2.126998e+06</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>min</th>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>2.330000e+05</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25%</th>\n",
+       "      <td>2.0</td>\n",
+       "      <td>0.000000</td>\n",
+       "      <td>9.529638e+05</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>50%</th>\n",
+       "      <td>2.0</td>\n",
+       "      <td>3.000000</td>\n",
+       "      <td>1.499000e+06</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>75%</th>\n",
+       "      <td>2.0</td>\n",
+       "      <td>3.000000</td>\n",
+       "      <td>2.434250e+06</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>max</th>\n",
+       "      <td>2.0</td>\n",
+       "      <td>3.000000</td>\n",
+       "      <td>1.450000e+07</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "       bathrooms    bedrooms         price\n",
+       "count      492.0  492.000000  4.920000e+02\n",
+       "mean         2.0    2.140244  2.166491e+06\n",
+       "std          0.0    1.357879  2.126998e+06\n",
+       "min          2.0    0.000000  2.330000e+05\n",
+       "25%          2.0    0.000000  9.529638e+05\n",
+       "50%          2.0    3.000000  1.499000e+06\n",
+       "75%          2.0    3.000000  2.434250e+06\n",
+       "max          2.0    3.000000  1.450000e+07"
+      ]
+     },
+     "execution_count": 6,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df[['bathrooms', 'bedrooms', 'price']].describe()\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "6eea344e",
+   "metadata": {
+    "papermill": {
+     "duration": 0.007448,
+     "end_time": "2024-03-24T08:03:18.302125",
+     "exception": false,
+     "start_time": "2024-03-24T08:03:18.294677",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "source": [
+    "- Bathrooms:\n",
+    "   - All properties in the dataset have 2 bathrooms.\n",
+    "- Bedrooms:\n",
+    "   - The average number of bedrooms is approximately 2.14.\n",
+    "   - The minimum number of bedrooms is 0, indicating studio apartments.\n",
+    "   - The maximum number of bedrooms is 3.\n",
+    "- Price:\n",
+    "  - The average price of properties is approximately AED 2,166,491.\n",
+    "  - Prices range from AED 233,000 to AED 14,500,000.\n",
+    "  - The median price is AED 1,499,000."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "id": "94823c7c",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-03-24T08:03:18.320785Z",
+     "iopub.status.busy": "2024-03-24T08:03:18.320356Z",
+     "iopub.status.idle": "2024-03-24T08:03:18.336413Z",
+     "shell.execute_reply": "2024-03-24T08:03:18.335177Z"
+    },
+    "papermill": {
+     "duration": 0.029192,
+     "end_time": "2024-03-24T08:03:18.339148",
+     "exception": false,
+     "start_time": "2024-03-24T08:03:18.309956",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
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+       "\n",
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+       "\n",
+       "    .dataframe thead th {\n",
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+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>id</th>\n",
+       "      <th>title</th>\n",
+       "      <th>displayAddress</th>\n",
+       "      <th>bathrooms</th>\n",
+       "      <th>bedrooms</th>\n",
+       "      <th>addedOn</th>\n",
+       "      <th>type</th>\n",
+       "      <th>rera</th>\n",
+       "      <th>propertyType</th>\n",
+       "      <th>price</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>25</th>\n",
+       "      <td>11075687</td>\n",
+       "      <td>Sea View | Fully Furnished | High Floor | Vacant</td>\n",
+       "      <td>Apartment Building 7, Bluewaters Residences, B...</td>\n",
+       "      <td>2</td>\n",
+       "      <td>3</td>\n",
+       "      <td>2024-02-15T08:18:38+00:00</td>\n",
+       "      <td>buy</td>\n",
+       "      <td>7.148981e+09</td>\n",
+       "      <td>apartment</td>\n",
+       "      <td>14500000</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "          id                                             title  \\\n",
+       "25  11075687  Sea View | Fully Furnished | High Floor | Vacant   \n",
+       "\n",
+       "                                       displayAddress  bathrooms  bedrooms  \\\n",
+       "25  Apartment Building 7, Bluewaters Residences, B...          2         3   \n",
+       "\n",
+       "                      addedOn type          rera propertyType     price  \n",
+       "25  2024-02-15T08:18:38+00:00  buy  7.148981e+09    apartment  14500000  "
+      ]
+     },
+     "execution_count": 7,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df[df['price']== df['price'].max()]"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "8278b189",
+   "metadata": {
+    "papermill": {
+     "duration": 0.008423,
+     "end_time": "2024-03-24T08:03:18.355629",
+     "exception": false,
+     "start_time": "2024-03-24T08:03:18.347206",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "source": [
+    " -  The property with the highest price in the dataset is a fully furnished apartment located in Apartment Building 7, Bluewaters Residences, with a sea view. It has 2 bathrooms and 3 bedrooms"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "id": "d5c3340c",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-03-24T08:03:18.374414Z",
+     "iopub.status.busy": "2024-03-24T08:03:18.374023Z",
+     "iopub.status.idle": "2024-03-24T08:03:18.390930Z",
+     "shell.execute_reply": "2024-03-24T08:03:18.389598Z"
+    },
+    "papermill": {
+     "duration": 0.029248,
+     "end_time": "2024-03-24T08:03:18.393493",
+     "exception": false,
+     "start_time": "2024-03-24T08:03:18.364245",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "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>id</th>\n",
+       "      <th>title</th>\n",
+       "      <th>displayAddress</th>\n",
+       "      <th>bathrooms</th>\n",
+       "      <th>bedrooms</th>\n",
+       "      <th>addedOn</th>\n",
+       "      <th>type</th>\n",
+       "      <th>rera</th>\n",
+       "      <th>propertyType</th>\n",
+       "      <th>price</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>463</th>\n",
+       "      <td>11085519</td>\n",
+       "      <td>1% MONTHLY-HOT AREA-HEART OF AJMAN</td>\n",
+       "      <td>Garden Residences, Emirates City, Ajman</td>\n",
+       "      <td>2</td>\n",
+       "      <td>0</td>\n",
+       "      <td>2024-02-17T03:41:03+00:00</td>\n",
+       "      <td>buy</td>\n",
+       "      <td>1.562928e+10</td>\n",
+       "      <td>apartment</td>\n",
+       "      <td>233000</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "           id                               title  \\\n",
+       "463  11085519  1% MONTHLY-HOT AREA-HEART OF AJMAN   \n",
+       "\n",
+       "                              displayAddress  bathrooms  bedrooms  \\\n",
+       "463  Garden Residences, Emirates City, Ajman          2         0   \n",
+       "\n",
+       "                       addedOn type          rera propertyType   price  \n",
+       "463  2024-02-17T03:41:03+00:00  buy  1.562928e+10    apartment  233000  "
+      ]
+     },
+     "execution_count": 8,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df[df['price']== df['price'].min()]"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "831be840",
+   "metadata": {
+    "papermill": {
+     "duration": 0.008845,
+     "end_time": "2024-03-24T08:03:18.410829",
+     "exception": false,
+     "start_time": "2024-03-24T08:03:18.401984",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "source": [
+    " - The property with the lowest price in the dataset is located in Garden Residences, Emirates City, Ajman. It comprises 2 bathrooms and 0 bedrooms, indicating it might be a studio or a one-room unit"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "id": "2da91ceb",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-03-24T08:03:18.430304Z",
+     "iopub.status.busy": "2024-03-24T08:03:18.429427Z",
+     "iopub.status.idle": "2024-03-24T08:03:18.440075Z",
+     "shell.execute_reply": "2024-03-24T08:03:18.438842Z"
+    },
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+     "duration": 0.023205,
+     "end_time": "2024-03-24T08:03:18.442744",
+     "exception": false,
+     "start_time": "2024-03-24T08:03:18.419539",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "displayAddress\n",
+       "Reeman Living, Al Shamkha, Abu Dhabi                            26\n",
+       "Reeman Living II, Al Shamkha, Abu Dhabi                         15\n",
+       "Diva, Yas Island, Abu Dhabi                                     12\n",
+       "Binghatti Crest, Jumeirah Village Circle, Dubai                 11\n",
+       "Radiant Boulevard, City Of Lights, Al Reem Island, Abu Dhabi    11\n",
+       "Verdana 2, Dubai Investment Park, Dubai                         10\n",
+       "Radiant Square, City Of Lights, Al Reem Island, Abu Dhabi       10\n",
+       "Al Mamsha, Muwaileh, Sharjah                                     9\n",
+       "Red Square Tower, Jumeirah Village Triangle, Dubai               7\n",
+       "Azizi Venice, Dubai South (Dubai World Central), Dubai           7\n",
+       "Name: count, dtype: int64"
+      ]
+     },
+     "execution_count": 9,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "df['displayAddress'].value_counts().head(10)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "id": "06e56eff",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-03-24T08:03:18.462932Z",
+     "iopub.status.busy": "2024-03-24T08:03:18.462503Z",
+     "iopub.status.idle": "2024-03-24T08:03:19.034282Z",
+     "shell.execute_reply": "2024-03-24T08:03:19.032983Z"
+    },
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+     "start_time": "2024-03-24T08:03:18.452539",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 1200x600 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "plt.figure(figsize=(12, 6))\n",
+    "top_10_cities = df['displayAddress'].value_counts().head(10)\n",
+    "sns.barplot(x=top_10_cities.index, y=top_10_cities.values,palette = 'inferno')\n",
+    "plt.title('Top 10 Cities/Communities with Highest Number of Properties')\n",
+    "plt.xlabel('City/Community')\n",
+    "plt.ylabel('Number of Properties')\n",
+    "plt.xticks(rotation=90)\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "54269296",
+   "metadata": {
+    "papermill": {
+     "duration": 0.010234,
+     "end_time": "2024-03-24T08:03:19.057674",
+     "exception": false,
+     "start_time": "2024-03-24T08:03:19.047440",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "source": [
+    " - The city/community \"Reeman Living, Al Shamkha, Abu Dhabi\" has the highest number of properties listed, with 26 properties.\n",
+    " - Following closely is \"Reeman Living II, Al Shamkha, Abu Dhabi\" with 15 properties.\n",
+    " - Other prominent locations include \"Diva, Yas Island, Abu Dhabi\" with 12 properties and \"Binghatti Crest, Jumeirah Village Circle, Dubai\" with 11 properties.\n",
+    " - The graph provides insights into the concentration of property listings across various regions, helping to identify areas with high market activity and demand"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "id": "c592e1f2",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-03-24T08:03:19.080959Z",
+     "iopub.status.busy": "2024-03-24T08:03:19.080268Z",
+     "iopub.status.idle": "2024-03-24T08:03:19.602817Z",
+     "shell.execute_reply": "2024-03-24T08:03:19.601589Z"
+    },
+    "papermill": {
+     "duration": 0.538178,
+     "end_time": "2024-03-24T08:03:19.606117",
+     "exception": false,
+     "start_time": "2024-03-24T08:03:19.067939",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 1200x600 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "top_10_avg_prices = df.groupby('displayAddress')['price'].mean().sort_values(ascending=False).head(10)\n",
+    "\n",
+    "plt.figure(figsize=(12, 6))\n",
+    "top_10_avg_prices.plot(kind='bar', color='red')\n",
+    "plt.title('Top 10 Locations with Highest Average Property Prices')\n",
+    "plt.xlabel('City/Community')\n",
+    "plt.ylabel('Average Price (AED)')\n",
+    "plt.xticks(rotation=90)\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "ab4781db",
+   "metadata": {
+    "papermill": {
+     "duration": 0.011961,
+     "end_time": "2024-03-24T08:03:19.630169",
+     "exception": false,
+     "start_time": "2024-03-24T08:03:19.618208",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "source": [
+    " - Apartment Building 7, Bluewaters Residences in Bluewaters, Dubai, has the highest average price, followed by Palm Beach Towers 1 in Palm Jumeirah, Dubai\n",
+    " - This analysis provides valuable insights into the luxury real estate market in Dubai and Abu Dhabi, showcasing the most desirable and expensive locations for property investment."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "id": "925a2a37",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-03-24T08:03:19.656097Z",
+     "iopub.status.busy": "2024-03-24T08:03:19.655680Z",
+     "iopub.status.idle": "2024-03-24T08:03:20.034290Z",
+     "shell.execute_reply": "2024-03-24T08:03:20.033064Z"
+    },
+    "papermill": {
+     "duration": 0.394981,
+     "end_time": "2024-03-24T08:03:20.037315",
+     "exception": false,
+     "start_time": "2024-03-24T08:03:19.642334",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 1000x600 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "df['addedOn'] = pd.to_datetime(df['addedOn'])\n",
+    "month_names = ['January', 'February', 'March', 'April', 'May', 'June', 'July', 'August', 'September', 'October', 'November', 'December']\n",
+    "\n",
+    "df['month_added'] = df['addedOn'].dt.month\n",
+    "plt.figure(figsize=(10, 6))\n",
+    "sns.countplot(x='month_added', data=df,palette = 'rainbow')\n",
+    "plt.title('Number of Listings Added per Month')\n",
+    "plt.xlabel('Month')\n",
+    "plt.ylabel('Number of Listings')\n",
+    "plt.xticks(rotation = 90,ticks=range(12), labels=month_names)\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "0bb7715f",
+   "metadata": {
+    "papermill": {
+     "duration": 0.012376,
+     "end_time": "2024-03-24T08:03:20.062413",
+     "exception": false,
+     "start_time": "2024-03-24T08:03:20.050037",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "source": [
+    " - February and march consistently have the highest number of listings added.\n",
+    " - April to July experiences relatively lower listings, likely due to the summer season."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "id": "ba0d7224",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-03-24T08:03:20.091877Z",
+     "iopub.status.busy": "2024-03-24T08:03:20.091070Z",
+     "iopub.status.idle": "2024-03-24T08:03:20.801352Z",
+     "shell.execute_reply": "2024-03-24T08:03:20.800452Z"
+    },
+    "papermill": {
+     "duration": 0.728033,
+     "end_time": "2024-03-24T08:03:20.803968",
+     "exception": false,
+     "start_time": "2024-03-24T08:03:20.075935",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/opt/conda/lib/python3.10/site-packages/seaborn/_oldcore.py:1119: FutureWarning: use_inf_as_na option is deprecated and will be removed in a future version. Convert inf values to NaN before operating instead.\n",
+      "  with pd.option_context('mode.use_inf_as_na', True):\n",
+      "/opt/conda/lib/python3.10/site-packages/seaborn/_oldcore.py:1119: FutureWarning: use_inf_as_na option is deprecated and will be removed in a future version. Convert inf values to NaN before operating instead.\n",
+      "  with pd.option_context('mode.use_inf_as_na', True):\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 1000x600 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "\n",
+    "plt.figure(figsize=(10, 6))\n",
+    "sns.lineplot(x='month_added', y='price', data=df,color = 'r')\n",
+    "plt.title('Average Property Prices Over Time')\n",
+    "plt.xlabel('Month')\n",
+    "plt.ylabel('Average Price (AED)')\n",
+    "plt.xticks(rotation = 90,ticks=range(12), labels=month_names)\n",
+    "plt.show()\n"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "a0ffe910",
+   "metadata": {
+    "papermill": {
+     "duration": 0.013843,
+     "end_time": "2024-03-24T08:03:20.833666",
+     "exception": false,
+     "start_time": "2024-03-24T08:03:20.819823",
+     "status": "completed"
+    },
+    "tags": []
+   },
+   "source": [
+    " - Prices remained relatively stable from January to March, hovering around 2.5 million AED\n",
+    " - In July, there was a significant drop, with prices falling to just above 1 million AED.\n",
+    " - From August to October, prices increased steadily, reaching a peak of nearly 4 million AED in August\n",
+    " - October onwards, there was a sharp decline, and prices dropped back down to around 1.5 million AED by December"
+   ]
+  }
+ ],
+ "metadata": {
+  "kaggle": {
+   "accelerator": "none",
+   "dataSources": [
+    {
+     "datasetId": 4609846,
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+   "language": "python",
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+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
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+   "version": "3.10.13"
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+  "papermill": {
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+   "end_time": "2024-03-24T08:03:21.570508",
+   "environment_variables": {},
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+   "output_path": "__notebook__.ipynb",
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+   "start_time": "2024-03-24T08:03:12.175894",
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+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/Hedging with Real Estate/UAE Real Estate/Real Estate Data UAE/uae_properties.csv b/Hedging with Real Estate/UAE Real Estate/Real Estate Data UAE/uae_properties.csv
new file mode 100644
index 00000000..17601b7d
--- /dev/null
+++ b/Hedging with Real Estate/UAE Real Estate/Real Estate Data UAE/uae_properties.csv	
@@ -0,0 +1,493 @@
+"id","title","displayAddress","bathrooms","bedrooms","addedOn","type","rera","propertyType","price"
+"10837871","★ EXCLUSIVE RELEASE ★ | LUXURY 3 BED FLAT | GOLDEN VISA | MAID | FLEXI PAYMENTS | GENUINE DIRECT","Sobha One, Sobha Hartland, Mohammed Bin Rashid City, Dubai","2","3","2024-01-06T17:05:24+00:00","buy","0817185656","apartment","3950000"
+"10880180","★ BUY NOW 624,000AED ★ (20% FIRST PAYMENT + 4% DLD) | MAIDS | FLEXI PLAN | LUXURY | HIGH ROI | INVESTMENT","Sobha Verde, Jumeirah Lake Towers, Dubai","2","3","2024-01-13T21:19:31+00:00","buy","0817185656","apartment","2600000"
+"11220200","GREEN HEART OF DUBAI |URBAN DESIGN | LUXURY LIVING","Park Horizon, Dubai Hills Estate, Dubai","2","3","2024-03-12T03:18:54+00:00","buy","2125965775","apartment","3450000"
+"11176502","Prime Location | Corner Spacious Unit | BrightUnit","AZIZI Riviera, Meydan One, Meydan, Dubai","2","3","2024-03-04T06:53:51+00:00","buy","71149777382","apartment","2000000"
+"11179908","Very Limited | Ideal For Investment | 40% Discount","Verdana, Dubai Investment Park, Dubai","2","0","2024-03-04T13:24:39+00:00","buy","0465261649","apartment","284000"
+"10860296","Burj And Fountain View | 5 Year PHPP I 3 Service","Forte 1, Forte, Downtown Dubai, Dubai","2","3","2024-01-10T13:08:51+00:00","buy","7123592074","apartment","5000000"
+"10965609","Modern 3BHK | Ready to Move | Good for ROI","Binghatti Crest, Jumeirah Village Circle, Dubai","2","3","2024-01-29T03:12:40+00:00","buy","71446825013","apartment","1570000"
+"11034735","DUPLEX  |  SEPARATED |  UNIQUE | MARINA VIEW","Cayan Tower, Dubai Marina, Dubai","2","0","2024-02-08T08:01:54+00:00","buy","7110258228","apartment","2700000"
+"11115936","Well Kept | Marina View | Prime Location","Marina Wharf 2, Marina Wharf, Dubai Marina, Dubai","2","3","2024-02-22T10:04:55+00:00","buy","7118054014","apartment","1950000"
+"11111909","Vast Unit | Smart Home | P.P6 YEASR /NO Commission","Souks Residential, Al Mamsha, Muwaileh, Sharjah","2","3","2024-02-21T13:14:20+00:00","buy","","apartment","1499000"
+"11209362","Large 3BR Full Burj Khalifa View Best Type","South Ridge 1, South Ridge, Downtown Dubai, Dubai","2","3","2024-03-09T08:06:29+00:00","buy","7119789300","apartment","5000000"
+"11209352","Best Type Full Burj Khalifa View Large Layout","South Ridge 6, South Ridge, Downtown Dubai, Dubai","2","3","2024-03-09T08:03:12+00:00","buy","7120153400","apartment","5400000"
+"11200264","Brand New | Pool and Community Views | High Floor","Binghatti Crest, Jumeirah Village Circle, Dubai","2","3","2024-03-07T14:04:53+00:00","buy","71446824633","apartment","1600000"
+"11134014","Luxury Upgrade | Loft | Full Sea Views | Vacant","Bahar 2, Bahar, Jumeirah Beach Residence, Dubai","2","3","2024-02-26T09:33:05+00:00","buy","7151743020","apartment","6500000"
+"10657803","Gardenia/3BHK+M","Gardenia Bay, Yas Island, Abu Dhabi","2","3","2023-11-30T06:23:45+00:00","buy","","apartment","2754938"
+"10912737","Upgraded | Vacant | Exclusive to Betterhomes.","Building E, Garden East Apartments, Green Community, Dubai","2","3","2024-01-19T06:45:42+00:00","buy","7168761760","apartment","2950000"
+"11196996","Spacious Unit // Top Floor // Garden View","Glitz 3, Glitz, Dubai Studio City, Dubai","2","3","2024-03-07T05:26:13+00:00","buy","7121611474","apartment","1350000"
+"10787656","Studio | Lagoon Community | Near Metro","Azizi Venice, Dubai South (Dubai World Central), Dubai","2","0","2023-12-27T04:37:18+00:00","buy","0779618182","apartment","796000"
+"11174240","Fully Furnished✅5 YRS Payment Plan✅ROI 60K YEARLY✅","Red Square Tower, Jumeirah Village Triangle, Dubai","2","0","2024-03-04T03:16:06+00:00","buy","0576851571","apartment","585000"
+"11018124","Owner Occupied | Upgraded | Large Terrace","Jenna Main Square 2, Jenna Main Square, Town Square, Dubai","2","3","2024-02-06T10:28:02+00:00","buy","7126231959","apartment","2100000"
+"11209977","3BHK BEST PRICE |FREEHOLD | 90 MONTHS PLAN","Raseel, Al Mamsha, Muwaileh, Sharjah","2","3","2024-03-09T11:08:13+00:00","buy","","apartment","1470000"
+"11241925","0% interest | 4 years Payment plan","Nas3, Arjan, Dubai","2","0","2024-03-15T02:24:30+00:00","buy","1866863663","apartment","620000"
+"11242203","1% Post Handover | Burj Khalifa View","Ozone 1 Residence, District 13, Jumeirah Village Circle, Dubai","2","0","2024-03-15T02:54:00+00:00","buy","1390788895","apartment","554000"
+"11140425","3 Bedroom | Available Now | Garden View","Al Jaz 1, Al Jaz, Greens, Dubai","2","3","2024-02-27T07:27:40+00:00","buy","7115062900","apartment","2250000"
+"11162310","Fully Upgraded | Modified Layout | Vacant Soon","The Views 1, The Views, Dubai","2","3","2024-03-01T08:24:22+00:00","buy","7115323700","apartment","3000000"
+"11075687","Sea View | Fully Furnished | High Floor | Vacant","Apartment Building 7, Bluewaters Residences, Bluewaters, Dubai","2","3","2024-02-15T08:18:38+00:00","buy","7148980826","apartment","14500000"
+"11134082","Full Boulevard View | Spacious Layout | VOT","AZIZI Riviera 13, Meydan One, Meydan, Dubai","2","3","2024-02-26T05:39:53+00:00","buy","71141742392","apartment","2500000"
+"10950225","Quattro Del Mar I Studio I Island Living Luxury","Quattro Del Mar, Hayat Island, Mina Al Arab, Ras Al Khaimah","2","0","2024-01-25T07:46:22+00:00","buy","","apartment","920000"
+"10909072","Luxury 3BHK Hotel Apartment  l Casino View","Marjan Island Resort and Spa, Al Marjan Island, Ras Al Khaimah","2","3","2024-01-18T07:30:49+00:00","buy","","apartment","4000000"
+"11062653","High Floor | Incredible unit | Prime Location","Orchid, Creek Beach, Dubai Creek Harbour (The Lagoons), Dubai","2","3","2024-02-13T10:44:24+00:00","buy","71409882267","apartment","3199000"
+"10977408","VIP Suite | Panoramic Views | High ROI","Ciel Tower, Dubai Marina, Dubai","2","0","2024-01-30T14:05:43+00:00","buy","71216090061","apartment","3200000"
+"11073866","Genuine Resale | Block A | Lake View | Spacious","Seven City JLT, Jumeirah Lake Towers, Dubai","2","3","2024-02-15T10:05:44+00:00","buy","71199026757","apartment","2100000"
+"11110151","3 BR plus Laundry Room| Spacious | Investors Deal","Zahra Breeze Apartments 3B, Zahra Breeze Apartments, Town Square, Dubai","2","3","2024-02-21T12:25:44+00:00","buy","7125707519","apartment","1350000"
+"11089424","NEW LAUNCH | CRYSTAL LAGOON | MULTIPLE OPTIONS","Azizi Venice, Dubai South (Dubai World Central), Dubai","2","3","2024-02-18T05:53:41+00:00","buy","1132248013","apartment","2425000"
+"11217591","Brand New | First tenant | Emaar","Urbana, EMAAR South, Dubai South (Dubai World Central), Dubai","2","3","2024-03-11T12:05:48+00:00","buy","7134681132","apartment","1800000"
+"11145162","Fully Furnished | Prime Location | High Floor","Lake Terrace, Lake Almas East, Jumeirah Lake Towers, Dubai","2","3","2024-02-27T08:17:40+00:00","buy","7122689100","apartment","2500000"
+"11175808","Spacious Living | 3 bhk |Pool View | Brand New","Binghatti Crest, Jumeirah Village Circle, Dubai","2","3","2024-03-04T05:49:04+00:00","buy","71446819503","apartment","1550000"
+"11191935","Investment | Branded Residences | Beach Living","Damac Bay 2, Dubai Harbour, Dubai","2","3","2024-03-06T12:29:37+00:00","buy","1950679726","apartment","7373000"
+"10756889","Golf Views | Fully Furnished | 2 Balconies","Seven City JLT, Jumeirah Lake Towers, Dubai","2","3","2023-12-20T08:06:24+00:00","buy","71199076529","apartment","1950000"
+"11214543","Stylish Studio apartment | 50/50 PP | Q1 2027","Cello Residences, Jumeirah Village Circle, Dubai","2","0","2024-03-11T04:19:59+00:00","buy","0911684486","apartment","614000"
+"10319845","Azizi Riveria 44 | 3 Bedroom Apartment |","AZIZI Riviera, Meydan One, Meydan, Dubai","2","3","2023-09-26T09:46:06+00:00","buy","71381122762","apartment","2300000"
+"10717878","VACANT NOW | UPGRADED DESIGN | FULLY FURNISHED","AZIZI Riviera, Meydan One, Meydan, Dubai","2","3","2023-12-13T09:45:59+00:00","buy","71150511218","apartment","2000000"
+"10863839","Investor Deal| Good Location| Park View | Tenanted","Parkviews, Town Square, Dubai","2","3","2024-01-11T03:26:48+00:00","buy","7193205388","apartment","1700000"
+"11240937","Bright | High Floor | Spacious 3 BR","AZIZI Riviera 14, Meydan One, Meydan, Dubai","2","3","2024-03-14T13:25:48+00:00","buy","71150513756","apartment","2300000"
+"11243652","Radiant Boulevard | Prime Location | Low Price","Radiant Square, City Of Lights, Al Reem Island, Abu Dhabi","2","3","2024-03-15T05:02:31+00:00","buy","","apartment","1200000"
+"11157410","Large layout  & Canal View","Peninsula Four, Peninsula, Business Bay, Dubai","2","3","2024-02-29T06:32:06+00:00","buy","1535292330","apartment","12140000"
+"10280440","Fully Upgraded|Best Price|High Floor|Sunset View","Central Park Residential Tower, Central Park Tower, DIFC, Dubai","2","3","2023-09-18T11:07:56+00:00","buy","0780760813","apartment","4500000"
+"11114308","Exclusive Price | Vacant | Pool View","Binghatti Crest, Jumeirah Village Circle, Dubai","2","3","2024-02-22T08:28:30+00:00","buy","71446812643","apartment","1475000"
+"11028967","3 BR | HIGH FLOOR  | PRIVATE BEACH","Beach Mansion, EMAAR Beachfront, Dubai Harbour, Dubai","2","3","2024-02-07T14:08:09+00:00","buy","71377128546","apartment","6000000"
+"10919571","New | View Today | Burj Khalifa view","Azizi Riviera 20, Meydan One, Meydan, Dubai","2","3","2024-01-20T07:34:39+00:00","buy","71140498374","apartment","2100000"
+"11242944","Lavish Living | 15% on Booking |Perfect Investment","Nas3, Arjan, Dubai","2","0","2024-03-15T04:04:13+00:00","buy","0656721171","apartment","620716"
+"11226518","Ground Floor | Private Garden | Tenanted","Urbana, EMAAR South, Dubai South (Dubai World Central), Dubai","2","3","2024-03-12T12:39:45+00:00","buy","7134705290","apartment","1850000"
+"11169026","Spacious 2 bedroom | Unfurnished | For Sale","Yakout, Bab Al Bahar, Al Marjan Island, Ras Al Khaimah","2","3","2024-03-02T12:25:02+00:00","buy","","apartment","1900000"
+"11209649","Excellent Investment | 3- Bed | Near Metro Station","The Nook 2, The Nook, Wasl Gate, Dubai","2","3","2024-03-09T09:12:01+00:00","buy","71240641474","apartment","1400000"
+"10908227","Premium Location | Fully Furnished | Luxury","Luxury Family Residences II, Luxury Family Residences, Business Bay, Dubai","2","0","2024-01-18T10:25:53+00:00","buy","71440009266","apartment","1305000"
+"10823635","Fully Furnished | Luxury Studio |Tenanted","The Address The BLVD, Downtown Dubai, Dubai","2","0","2024-01-04T08:44:43+00:00","buy","7117460378","apartment","2000000"
+"8835704","Brand New | VOT | 3 Beds | High Quality","The Nook 2, The Nook, Wasl Gate, Dubai","2","3","2022-07-15T10:30:56+00:00","buy","71240651613","apartment","2100000"
+"10932372","High Floor | Park Facing | 3 + Maid's + Storage","Jenna Main Square 2, Jenna Main Square, Town Square, Dubai","2","3","2024-01-23T02:22:29+00:00","buy","7126232659","apartment","1600000"
+"11233649","Brand New I Mid Floor I Burj and Fountain View","Forte 1, Forte, Downtown Dubai, Dubai","2","3","2024-03-13T12:29:15+00:00","buy","7123590958","apartment","4800000"
+"11242792","Investment | Post Handover PP | Prime Location","Sonate Residences, Jumeirah Village Triangle, Dubai","2","0","2024-03-15T07:49:50+00:00","buy","1108686738","apartment","713598"
+"11041326","Burj Khalifa Views | Maids Room | Notice Given","South Ridge 5, South Ridge, Downtown Dubai, Dubai","2","3","2024-02-09T12:28:50+00:00","buy","7120631000","apartment","4025000"
+"10888882","Popular Views | Spacious W/ Post Payment","Palm Beach Towers 1, Palm Beach Towers, Palm Jumeirah, Dubai","2","3","2024-01-15T14:24:54+00:00","buy","71426214945","apartment","12803400"
+"10334042","Fully Renovated | VOT | Full Golf Views","The Links East Tower, The Links, The Views, Dubai","2","3","2023-09-28T15:45:14+00:00","buy","7122584400","apartment","4350000"
+"11075227","Sea View | High Floor | Tenanted","Paramount Tower Hotel & Residences, Business Bay, Dubai","2","3","2024-02-15T11:46:07+00:00","buy","7132466971","apartment","3250000"
+"11191464","PHPP | Fully Furnished | High ROI | Investment","Seven City JLT, Jumeirah Lake Towers, Dubai","2","0","2024-03-06T11:48:32+00:00","buy","71199070607","apartment","650000"
+"10744966","AL BARARI | HIGH ROI | HIGH QUALITY","The Haven, Majan, Dubai","2","3","2023-12-18T14:06:10+00:00","buy","1833502569","apartment","2309567"
+"11101268","Stunning Views | Furnished | Vacant Now","Shams 1, Shams, Jumeirah Beach Residence, Dubai","2","3","2024-02-20T10:08:11+00:00","buy","7123162700","apartment","2800000"
+"11232988","HIGH ROI | PAYMENT PLAN | SKYLINE VIEWS","Park Views Residences B, Park Views Residences, Al Kifaf, Dubai","2","3","2024-03-13T07:36:11+00:00","buy","0911322789","apartment","3014000"
+"10744919","Premium Location | Spacious unit | Call Now","Laurel, Central Park at City Walk, City Walk, Dubai","2","3","2023-12-18T14:03:09+00:00","buy","71436775451","apartment","5900000"
+"11194793","Brand New and Modern | High End Finishes","Asayel, Madinat Jumeirah Living, Umm Suqeim, Dubai","2","3","2024-03-07T06:05:25+00:00","buy","71262846856","apartment","7500000"
+"11126360","STYLISH AND SPACIOUS 3 BEDROOM HOME IN JENNA","Jenna Main Square 2, Jenna Main Square, Town Square, Dubai","2","3","2024-02-24T07:46:13+00:00","buy","7126232251","apartment","1700000"
+"11196016","Water Front| 3 bed apartment| Payment plan","Quattro Del Mar, Hayat Island, Mina Al Arab, Ras Al Khaimah","2","3","2024-03-07T04:06:37+00:00","buy","","apartment","4000000"
+"11237876","Exquisite 3BHK|City Skyline View|Modern Living","Radiant Boulevard, City Of Lights, Al Reem Island, Abu Dhabi","2","3","2024-03-14T09:25:43+00:00","buy","","apartment","1300000"
+"11075532","Vacant Now | 3 Bedroom | Priced to Sell","Al Khushkar, Shoreline Apartments, Palm Jumeirah, Dubai","2","3","2024-02-15T12:05:23+00:00","buy","7118757600","apartment","4200000"
+"10841762","Under Offer – Similar properties urgently required","Al Nakheel 2, Al Nakheel, Greens, Dubai","2","3","2024-01-08T08:24:18+00:00","buy","7115098500","apartment","2300000"
+"10928697","Vacant | Full Palm Sea Burj Al Arab View","Jumeirah Gate Tower 1, The Address Jumeirah Resort and Spa, Jumeirah Beach Residence, Dubai","2","3","2024-01-22T11:53:55+00:00","buy","7135274236","apartment","8800000"
+"10951595","Vacant on Transfer | Cash Seller | Motivated","Al Sidir 3, Al Sidir, Greens, Dubai","2","3","2024-01-25T13:24:20+00:00","buy","7115050100","apartment","2350000"
+"11205504","Unique | Waterfront Property | Prime Location","320 Riverside Crescent, Sobha Hartland II, Mohammed Bin Rashid City, Dubai","2","3","2024-03-08T12:44:00+00:00","buy","0055177024","apartment","3829966"
+"10384965","Burj Khalifa View | High Floor | Genuine Resale","Peninsula Three, Peninsula, Business Bay, Dubai","2","0","2023-10-10T06:25:59+00:00","buy","71406188544","apartment","1150000"
+"11213358","3 Bed | Ready Q2 26 | 60/60 PHPP","Helvetia Residences, Jumeirah Village Circle, Dubai","2","3","2024-03-11T06:09:41+00:00","buy","1062428017","apartment","1850000"
+"11228770","Burj Khalifa/ Sea Views | Upgraded | Mid Floor","Index Tower, DIFC, Dubai","2","3","2024-03-13T02:47:47+00:00","buy","0363301932","apartment","4500000"
+"10984785","Large Layout | Amazing Terrace | Fully Furnished","Views F, Yas Golf Collection, Yas Island, Abu Dhabi","2","3","2024-01-31T10:02:25+00:00","buy","2087304450","apartment","4850000"
+"11203917","Prime location | Low Rise | Family friendly","The Cove II Building 7, The Cove ll, Dubai Creek Harbour (The Lagoons), Dubai","2","3","2024-03-08T09:46:14+00:00","buy","71449879715","apartment","5050000"
+"11236056","High Floor | Unobstructed Golf Course Views","Golf Heights, Emirates Hills 2, Dubai","2","3","2024-03-14T07:08:40+00:00","buy","71445548750","apartment","4715000"
+"11220732","High Floor | Smart Home | Fully Furnished","Binghatti Canal, Business Bay, Dubai","2","0","2024-03-12T07:48:36+00:00","buy","71404353838","apartment","1300000"
+"11244517","Breathtaking View | Best Deal | Fully Furnished","The Address Dubai Marina, Dubai Marina, Dubai","2","3","2024-03-15T06:21:30+00:00","buy","7127007200","apartment","5000000"
+"11140395","Vacant | Brand New | Multiple Units Available","Binghatti Crest, Jumeirah Village Circle, Dubai","2","3","2024-02-27T03:25:19+00:00","buy","71446811313","apartment","1460000"
+"11202772","Fully Upgraded | 3Br | Large Balcony | VOT","The Views 1, The Views, Dubai","2","3","2024-03-08T07:50:15+00:00","buy","7115323700","apartment","3000000"
+"11225477","Brand New | Amazing View | Corner Unit","Binghatti Heights, Jumeirah Village Circle, Dubai","2","3","2024-03-12T11:22:25+00:00","buy","71423480114","apartment","1670000"
+"11084388","Most Affordable, Modern 3BR in Furjan | Q4 2024","AZIZI Pearl, Al Furjan, Dubai","2","3","2024-02-16T16:32:36+00:00","buy","1368954078","apartment","1223775"
+"10140783","Open to All Nationalities, Easy Payments I Phase 2","Reeman Living, Al Shamkha, Abu Dhabi","2","3","2023-08-18T07:55:47+00:00","buy","","apartment","1148800"
+"10911836","Fully Furnished | Vacant | Marina view","Armada Tower 3, Lake Elucio, Jumeirah Lake Towers, Dubai","2","3","2024-01-18T12:40:50+00:00","buy","7122779400","apartment","1700000"
+"11137818","With balcony/Sea View/ Hot deal of the Week!","East Heights 2, Business Bay, Dubai","2","3","2024-02-26T10:17:08+00:00","buy","7126277400","apartment","6000000"
+"11245239","Park View | Spacious Layout | Unfurnished","Armada Tower 3, Lake Elucio, Jumeirah Lake Towers, Dubai","2","3","2024-03-15T07:16:09+00:00","buy","7123444800","apartment","1850000"
+"11190035","1% payment plan | Brand new offplan | Huge Balcony","SquareX Residence, Jumeirah Village Circle, Dubai","2","0","2024-03-06T05:44:36+00:00","buy","0854240496","apartment","692064"
+"11074716","Italian style \ 1% monthly plan \ 8% ROI","Vincitore Aqua Dimore, Dubai Science Park, Dubai","2","0","2024-02-15T07:09:17+00:00","buy","1403606011","apartment","699000"
+"11120862","Re-Sale | Prime Location | Modern |Spacious Layout","SAFI 1A, Town Square, Dubai","2","3","2024-02-23T03:35:07+00:00","buy","7123000074","apartment","1500000"
+"10930036","Fully Furnished | Upgraded | closed kitchen","Al Sidir 3, Al Sidir, Greens, Dubai","2","3","2024-01-22T09:22:50+00:00","buy","7115050100","apartment","2350000"
+"10429506","Central Park View / Tenanted / Mid Floor","The Nook 2, The Nook, Wasl Gate, Dubai","2","3","2023-10-18T10:35:15+00:00","buy","71240641474","apartment","1450000"
+"11186940","Vacant on transfer prime location, chiller free","Marina Wharf 2, Marina Wharf, Dubai Marina, Dubai","2","3","2024-03-05T13:28:59+00:00","buy","7118053932","apartment","2100000"
+"11193064","Upscale Community | Low Premium | Serene Neighborhood","Reeman Living, Al Shamkha, Abu Dhabi","2","3","2024-03-06T09:55:41+00:00","buy","","apartment","1120000"
+"11001750","3BR | Smart Home | Premium Location/NO Commission","Al Mamsha, Muwaileh, Sharjah","2","3","2024-02-03T06:48:55+00:00","buy","","apartment","1499000"
+"10597331","Marjan Loft - Prime Casino Location - Beach Views","Treasure Island, Al Marjan Island, Ras Al Khaimah","2","3","2023-11-20T01:29:41+00:00","buy","","apartment","5242928"
+"11212020","No commission/ DIP area /Higher ROI /Limited Units","Verdana 2, Dubai Investment Park, Dubai","2","0","2024-03-10T08:29:11+00:00","buy","0903430662","apartment","248000"
+"11038227","Investor Deal | High ROI | Brand New","AZIZI Riviera 12, Meydan One, Meydan, Dubai","2","0","2024-02-09T07:09:21+00:00","buy","71140338748","apartment","700000"
+"10750597","Best Corner Unit | Burj Khalifa and Canal View","Peninsula Four, Peninsula, Business Bay, Dubai","2","3","2023-12-19T12:42:56+00:00","buy","71444544037","apartment","4700000"
+"11029595","Fascinating Unit|Exciting Features|Invest Now","Al Maryah Vista, Al Maryah Island, Abu Dhabi","2","0","2024-02-07T12:10:30+00:00","buy","","apartment","700000"
+"11109874","1% per month_8-year PP_Private pool","IVY Garden, Dubai Land, Dubai","2","0","2024-02-21T08:03:00+00:00","buy","0844783268","apartment","973879"
+"10469934","Sea Side Living - 2 BR + Maids - Payment Plan with Visa","Kahraman, Bab Al Bahar, Al Marjan Island, Ras Al Khaimah","2","3","2023-10-26T16:17:13+00:00","buy","","apartment","1900500"
+"11249819","8 years Payment Plan | 15%Discount | Private Pool","Samana Barari Views, Majan, Dubai","2","0","2024-03-16T04:17:32+00:00","buy","1083252928","apartment","530000"
+"10976376","Modern Layout | Pool View | Smart Home","Binghatti Crest, Jumeirah Village Circle, Dubai","2","3","2024-01-30T08:39:32+00:00","buy","71446811313","apartment","1520000"
+"11243073","Partial Canal View| Alluring 3BR Unit| Good Deal","Radiant Boulevard, City Of Lights, Al Reem Island, Abu Dhabi","2","3","2024-03-15T04:10:35+00:00","buy","","apartment","1095000"
+"11204803","Amazing Layout-Payment Plan-High Quality","Terrazzo Residences, Jumeirah Village Circle, Dubai","2","3","2024-03-08T07:24:15+00:00","buy","1678337573","apartment","2200000"
+"11193251","High ROI | Low Premium | Refined Neighborhood","Reeman Living II, Al Shamkha, Abu Dhabi","2","3","2024-03-06T10:08:01+00:00","buy","","apartment","1120000"
+"11198194","Brand New | Best For Investment | Book Now","Jumeirah Gate Tower 1, The Address Jumeirah Resort and Spa, Jumeirah Beach Residence, Dubai","2","3","2024-03-07T07:12:55+00:00","buy","7135254496","apartment","7500000"
+"11242523","Amazing Location | Vacant | Investment Opportunity","Al Jaz 1, Al Jaz, Greens, Dubai","2","3","2024-03-15T07:24:32+00:00","buy","7115062900","apartment","2250000"
+"10349147","Brand New|3BR+Storage| Scenic View| Prime Location","Radiant Square, City Of Lights, Al Reem Island, Abu Dhabi","2","3","2023-10-03T03:28:09+00:00","buy","","apartment","1156000"
+"11172476","FLEXIBLE PAYMENT PLAN \ PAY 5% \ NEW DOWN TOWN","Tiraz, Naseej District, Aljada, Sharjah","2","0","2024-03-03T09:34:51+00:00","buy","","apartment","490000"
+"10510622","Spacious 3BR| Prime Location| Brand New!","Radiant Square, City Of Lights, Al Reem Island, Abu Dhabi","2","3","2023-11-03T09:23:57+00:00","buy","","apartment","1210000"
+"11110207","3 bedrooms | Dream apartment | full services |5%DP","Rove Home, Aljada, Sharjah","2","3","2024-02-21T08:30:21+00:00","buy","0844783268","apartment","2608000"
+"11101973","Prime Location | High ROI | Modern Design","Azizi Venice, Dubai South (Dubai World Central), Dubai","2","0","2024-02-20T07:09:04+00:00","buy","0008470901","apartment","686000"
+"11233915","JVT area ✅  20% discount ✅ 5 years PP✅  Higher ROI","Red Square Tower, Jumeirah Village Triangle, Dubai","2","0","2024-03-13T09:07:50+00:00","buy","0536737727","apartment","400000"
+"11234227","✅ Sea view✅ Freehold Ownership ✅ Fully Furnished ✅","Oceanz 2, Oceanz by Danube, Maritime City, Dubai","2","0","2024-03-13T10:25:22+00:00","buy","1139816602","apartment","980000"
+"11233469","1 % MONTHLY | FULLY FURNISHED | PRIME LOCATION","Al Jawhara Residences, Jumeirah Village Triangle, Dubai","2","0","2024-03-13T08:08:15+00:00","buy","0753816018","apartment","620000"
+"11099337","Beautiful pool view | Brand new |Business class","UNA Apartments, Town Square, Dubai","2","0","2024-02-20T03:34:31+00:00","buy","71147807246","apartment","489000"
+"11207031","Handover soon | 3BR Apartment | 10% DP","Azizi Amber, Al Furjan, Dubai","2","3","2024-03-08T13:38:08+00:00","buy","1768407146","apartment","1684500"
+"10789701","FULL BURJ VIEW | CORNER UNIT | HIGH FLOOR","St Regis The Residences, Burj Khalifa Area, Downtown Dubai, Dubai","2","3","2023-12-27T08:42:22+00:00","buy","71400444487","apartment","7480154"
+"10750228","3BHK| SMART HOME| EASY PP |NO BANK|5%DP","Darb 4, Al Mamsha, Muwaileh, Sharjah","2","3","2023-12-19T08:09:29+00:00","buy","","apartment","1590000"
+"11208135","3BR Luxury Apartment at Arbor View Arjan","Arbor View, Arjan, Dubai","2","3","2024-03-09T04:16:01+00:00","buy","0514458073","apartment","2566828"
+"11207973","Private Pool | Semi-Furnished | Stunning View","Elitz 3 by Danube, Jumeirah Village Circle, Dubai","2","3","2024-03-09T03:47:21+00:00","buy","1853625519","apartment","2299000"
+"10761818","LUXURY 3 BHK | 8 YEARS PP |1%MONTHLY ONLY | 5% DP","Darb 4, Al Mamsha, Muwaileh, Sharjah","2","3","2023-12-21T06:45:19+00:00","buy","0844783268","apartment","1545000"
+"10660755","3BHK | LUXURY DESIGN | 5%DP |  EASY P.P | Book Now","Nesba, Aljada, Sharjah","2","3","2023-11-30T16:18:03+00:00","buy","0844783268","apartment","2242000"
+"10660555","3BHK Smart | Luxury Community |Pool View |Book Now","Rove Home, Aljada, Sharjah","2","3","2023-11-30T13:18:03+00:00","buy","0844783268","apartment","2608000"
+"11207048","3BR Apartment w/ Stunning View | Easy Payment Plan","Azizi Central, Al Furjan, Dubai","2","3","2024-03-08T13:49:41+00:00","buy","0835840478","apartment","2573000"
+"9850930","Near Wynn Casino |Great Investment |Beach Access","Pacific Samoa, Pacific, Al Marjan Island, Ras Al Khaimah","2","0","2023-06-09T05:29:03+00:00","buy","","apartment","530000"
+"11174668","Radiant Boulevard | High Floor | Hottest Deal","Radiant Square, City Of Lights, Al Reem Island, Abu Dhabi","2","3","2024-03-04T04:04:55+00:00","buy","","apartment","1100000"
+"11249749","Fully Furnished | 10% DP | Easy Payment Plan","Sportz by Danube, Dubai Sports City, Dubai","2","0","2024-03-16T04:09:03+00:00","buy","0413215049","apartment","630000"
+"11231191","Ready & Furnished | 50-50 Payment Plan | Luxury...","Al Jawhara Residences, Jumeirah Village Triangle, Dubai","2","0","2024-03-13T05:50:22+00:00","buy","0041537489","apartment","600000"
+"10965687","Vacant | Good Quality 3BR Unit | Pool View","Binghatti Crest, Jumeirah Village Circle, Dubai","2","3","2024-01-29T03:21:04+00:00","buy","71446824158","apartment","1550000"
+"11249560","Pay 1% Monthly | 10% DP | Furnished Studio","Oceanz 3, Oceanz by Danube, Maritime City, Dubai","2","0","2024-03-16T03:53:15+00:00","buy","0344452703","apartment","1180000"
+"11223985","10% D.P | near hand over 2024 | Down Town","Tiraz, Naseej District, Aljada, Sharjah","2","0","2024-03-12T05:44:50+00:00","buy","","apartment","490000"
+"11248588","Luxury Studio w/ Stunning View | Easy Payment Plan","The Haven, Majan, Dubai","2","0","2024-03-15T17:42:04+00:00","buy","1352548351","apartment","656000"
+"11022196","Urban Apartment | Cozy Styled | 5% Down Payment","Reeman Living II, Al Shamkha, Abu Dhabi","2","3","2024-02-06T15:22:03+00:00","buy","","apartment","1219100"
+"11250352","Fully Furnished w/ Stunning View | Payment Plan","Red Square Tower, Jumeirah Village Triangle, Dubai","2","0","2024-03-16T05:11:32+00:00","buy","0741911797","apartment","597550"
+"11179446","Fully Upgraded | High Floor | Burj Khalifa Views","Tower B, DAMAC Towers by Paramount, Business Bay, Dubai","2","3","2024-03-04T10:49:17+00:00","buy","7117445014","apartment","3600000"
+"11022198","Investors Deal | Storage Room | Two Balconies","Reeman Living II, Al Shamkha, Abu Dhabi","2","3","2024-02-06T15:22:19+00:00","buy","","apartment","1219099"
+"11152516","SEA VIEW | LUXURY 1BR | HIGH RENTED | 10% DOWN PAYMENT |","Blue Pearls, Ajmal Makan City, Al Hamriyah, Sharjah","2","0","2024-02-28T09:19:36+00:00","buy","","apartment","490000"
+"11220717","Ramadan offer l 10% DP l large studio |investor deal","Eleve by Deyaar, Jebel Ali, Dubai","2","0","2024-03-12T03:47:54+00:00","buy","0074237499","apartment","570000"
+"10268068","Sustainable Materials| Capacious 3BR| No Commission","Reeman Living, Al Shamkha, Abu Dhabi","2","3","2023-09-15T02:35:19+00:00","buy","","apartment","1190900"
+"11194263","7K Monthly | 5Yrs Payment Plan | Prime Location","The Central Downtown, Arjan, Dubai","2","0","2024-03-06T15:17:35+00:00","buy","0188877544","apartment","725000"
+"11191937","Investment | Cavali Residences | Luxury Sea Living","Damac Bay, Dubai Harbour, Dubai","2","3","2024-03-06T12:29:37+00:00","buy","1950679726","apartment","7393000"
+"10710869","Freehold  | Brand New | Large Terrace","Uptown Al Zahia, Sharjah","2","3","2023-12-12T04:52:18+00:00","buy","","apartment","2100000"
+"11079659","0% Commission | 40/60 P.P | Fantasy 3BD | No ADM","Reeman Living, Al Shamkha, Abu Dhabi","2","3","2024-02-16T03:04:14+00:00","buy","","apartment","1170000"
+"11017565","Brand New| Spacious 3BR|High Floor| 2 Parking","Radiant Square, City Of Lights, Al Reem Island, Abu Dhabi","2","3","2024-02-06T09:42:28+00:00","buy","123456789","apartment","1500000"
+"11059983","Corner Unit | Full Skyline View | Close to OP","Golf Grand, Dubai Hills Estate, Dubai","2","3","2024-02-13T08:10:32+00:00","buy","71494296292","apartment","4300000"
+"11236382","Bright and Elegant 3BR with Burj Khalifa View","Forte 1, Forte, Downtown Dubai, Dubai","2","3","2024-03-14T03:36:39+00:00","buy","7123590894","apartment","4500000"
+"11184027","Resale | Original Price | Hot Deal","Reeman Living, Al Shamkha, Abu Dhabi","2","3","2024-03-05T07:17:25+00:00","buy","","apartment","1215000"
+"11249827","1% Monthly Payment | Studio Skyline View","The Central Downtown, Arjan, Dubai","2","0","2024-03-16T04:18:31+00:00","buy","1704808279","apartment","745888"
+"11250451","Stunning View | 10% Down Payment | Ready Unit","Blue Waves Tower, Dubai Residence Complex, Dubai","2","0","2024-03-16T05:19:07+00:00","buy","0753509025","apartment","618000"
+"11248496","Stunning View | Ready to Move-in | 10% DP","Azizi Vista, Dubai Studio City, Dubai","2","0","2024-03-15T16:39:05+00:00","buy","0540318851","apartment","597600"
+"11184067","Hot Deal | Original Price | Resale","Reeman Living, Al Shamkha, Abu Dhabi","2","3","2024-03-05T07:21:24+00:00","buy","","apartment","1215000"
+"10268059","Brand New | Spacious 3BR | Last Chance","Reeman Living, Al Shamkha, Abu Dhabi","2","3","2023-09-15T02:33:58+00:00","buy","","apartment","1200000"
+"10268079","Last Chance | Sustainable Design | Prime Location","Reeman Living, Al Shamkha, Abu Dhabi","2","3","2023-09-15T02:36:38+00:00","buy","","apartment","1182200"
+"11207547","1% Monthly | 2 Years Post-Handover | New Launch","The Central Downtown, Arjan, Dubai","2","0","2024-03-09T01:36:33+00:00","buy","0188877544","apartment","720000"
+"11051512","NO Commission/Premium Location/3BR Smart Home | /","Sama Residences, Al Mamsha, Muwaileh, Sharjah","2","3","2024-02-12T05:22:33+00:00","buy","","apartment","1399000"
+"11095496","Burj Khalifa View | High Floor | Tenanted","Downtown Views, Downtown Dubai, Dubai","2","3","2024-02-19T12:43:51+00:00","buy","7121312495","apartment","6300000"
+"11098181","Burj Khalifa View | High Floor | Vacant","Downtown Views, Downtown Dubai, Dubai","2","3","2024-02-20T05:43:50+00:00","buy","7121312503","apartment","6500000"
+"10996068","60%/40% POST HANDOVER PAYMENT PLAN | CANAL VIEW !!","Palace Residences, Dubai Creek Harbour (The Lagoons), Dubai","2","3","2024-02-02T10:09:02+00:00","buy","71238643494","apartment","4200000"
+"11226471","High floor I Payment Plan I Branded apartment I Canal view","Palace Residences - North, Dubai Creek Harbour (The Lagoons), Dubai","2","3","2024-03-12T08:30:49+00:00","buy","71476699162","apartment","4800000"
+"11219343","3BHK apartment in Sharjah,1% per month","Raseel, Al Mamsha, Muwaileh, Sharjah","2","3","2024-03-12T01:36:14+00:00","buy","","apartment","1599000"
+"10590379","Best Layout | 3 Beds | Corner Unit | Handover Soon","Binghatti Heights, Jumeirah Village Circle, Dubai","2","3","2023-11-17T12:45:41+00:00","buy","71423488759","apartment","1550000"
+"10854796","Vacant 3 bed for sale | Greens | Ground floor","Al Jaz 1, Al Jaz, Greens, Dubai","2","3","2024-01-10T01:03:18+00:00","buy","7115062900","apartment","2250000"
+"11080869","""Modern Elegance: Luxurious 3-Bedroom Apartment","Meera, Al Habtoor City, Business Bay, Dubai","2","3","2024-02-16T05:00:52+00:00","buy","71164505230","apartment","5100000"
+"10965478","Contemporary Design | Multiple 3BR Units Available","Binghatti Crest, Jumeirah Village Circle, Dubai","2","3","2024-01-29T02:58:56+00:00","buy","71446825488","apartment","1600000"
+"11114452","High ROI | Burj Al Arab View | Fully Furnished","The Palm Tower, Palm Jumeirah, Dubai","2","0","2024-02-22T04:41:14+00:00","buy","7122941234","apartment","2200000"
+"11013231","READY| SEAVIEW| 10%ROI| | PAYMENT PLAN","Ajmal Makan City, Al Hamriyah, Sharjah","2","0","2024-02-05T10:05:44+00:00","buy","","apartment","400000"
+"11085440","Best view \ Crazy Deal\ 10% Down Payment","Blue Bay, Al Nujoom Islands, Sharjah","2","0","2024-02-17T03:28:30+00:00","buy","","apartment","400000"
+"10141709","Upgraded 3 Bed, Renovated, Furnished, Good ROI","Zenith A1 Tower, Zenith Towers, Dubai Sports City, Dubai","2","3","2023-08-18T14:05:48+00:00","buy","7159035660","apartment","899990"
+"11028809","Brand new | High ROI | Chiller free | Furnished","AZIZI Riviera, Meydan One, Meydan, Dubai","2","0","2024-02-07T13:49:05+00:00","buy","71138271851","apartment","749000"
+"11098255","Great Community | New Launch | 0% Commission","Reeman Living, Al Shamkha, Abu Dhabi","2","3","2024-02-20T01:59:10+00:00","buy","","apartment","1114000"
+"10761445","own your apartment now with a down payment of 5%","Darb 4, Al Mamsha, Muwaileh, Sharjah","2","3","2023-12-21T05:55:47+00:00","buy","","apartment","1499000"
+"10884244","ADM Waiver-Zero Commission-Serene Community","Reeman Living II, Al Shamkha, Abu Dhabi","2","3","2024-01-15T03:46:56+00:00","buy","","apartment","1170000"
+"10875156","Last Phase | Easy Payment Plan | Family Community","Reeman Living, Al Shamkha, Abu Dhabi","2","3","2024-01-12T13:34:58+00:00","buy","","apartment","1170000"
+"10768907","own your apartment now with a down payment of 10%","Darb 4, Al Mamsha, Muwaileh, Sharjah","2","3","2023-12-22T09:36:41+00:00","buy","","apartment","1375000"
+"11020397","Spacious | Marina View | High Floor","Armada Tower 1, Lake Elucio, Jumeirah Lake Towers, Dubai","2","3","2024-02-06T09:16:40+00:00","buy","7123284000","apartment","1850000"
+"10156369","Penthouse | Amazing Water View | VOT","The Torch, Dubai Marina, Dubai","2","3","2023-08-22T11:43:47+00:00","buy","7130387400","apartment","6800000"
+"11065519","1% MONTHLY | 10% DOWN PAYMENT | PRIVATE POOL","Vincitore Aqua Dimore, Dubai Science Park, Dubai","2","0","2024-02-14T04:21:17+00:00","buy","1237066593","apartment","729000"
+"11244490","High ROI | 5% Down Payment Only | 0% Commission","Reeman Living II, Al Shamkha, Abu Dhabi","2","3","2024-03-15T06:19:13+00:00","buy","","apartment","1170000"
+"11207001","Near Metro | Lagoon Views | Easy Payment Plan","Azizi Venice, Dubai South (Dubai World Central), Dubai","2","0","2024-03-08T13:12:41+00:00","buy","1394098032","apartment","597000"
+"10660757","3BHK Smart | Luxury Community |Pool View |Book Now","Nesba, Aljada, Sharjah","2","3","2023-11-30T16:23:11+00:00","buy","0844783268","apartment","2242000"
+"11217673","Direct on Metro| Maids Room |Soon Hand Over","Avenue Residence 5, Avenue Residence, Al Furjan, Dubai","2","3","2024-03-11T08:10:35+00:00","buy","0772840244","apartment","2543000"
+"10660752","3bedroom apartment |delivery soon| 5% down payment","Nesba, Aljada, Sharjah","2","3","2023-11-30T16:12:44+00:00","buy","0844783268","apartment","2242000"
+"10433272","3BR Brand New | Premium Building | Near Metro","The Nook 2, The Nook, Wasl Gate, Dubai","2","3","2023-10-19T07:02:13+00:00","buy","71240641474","apartment","1550000"
+"10385478","Brand New | Vacant | Near Metro","The Nook 1, The Nook, Wasl Gate, Dubai","2","3","2023-10-10T07:28:12+00:00","buy","71240678103","apartment","1450000"
+"11093803","Corner Unit| 3BR+Maid's | Upgraded Fully Furnished","Creek Horizon Tower 1, Creek Horizon, Dubai Creek Harbour (The Lagoons), Dubai","2","3","2024-02-19T10:22:37+00:00","buy","7132566429","apartment","4288200"
+"11161908","Handover Soon | Easy Payment Plan | 10% DP","Azizi Amber, Al Furjan, Dubai","2","3","2024-03-01T03:42:32+00:00","buy","1768407146","apartment","1684500"
+"11120700","Cash Investor Deal | DISCOUNT 40% | LIMITED UNITS","Verdana 2, Dubai Investment Park, Dubai","2","0","2024-02-23T03:10:54+00:00","buy","0903430662","apartment","270000"
+"11101125","Luxury Italian Design/Private Pool/No Commission","Vincitore Aqua Dimore, Dubai Science Park, Dubai","2","3","2024-02-20T05:53:32+00:00","buy","1403606011","apartment","2496000"
+"11163477","Private Pool | Semi-Furnished | Stunning View","Elitz 3 by Danube, Jumeirah Village Circle, Dubai","2","3","2024-03-01T06:58:16+00:00","buy","1853625519","apartment","2299000"
+"11085709","Indoor Pool/No Commission/1%monthly/Italian Design","Vincitore Aqua Dimore, Dubai Science Park, Dubai","2","3","2024-02-17T04:07:05+00:00","buy","1403606011","apartment","2462000"
+"11174464","3BR Luxury Apartment | 14% DP | Completion Q2-2026","Jannat, Midtown, Dubai Production City (IMPZ), Dubai","2","3","2024-03-04T03:43:14+00:00","buy","0194058103","apartment","1918437"
+"11162868","40% Post Handover I High ROI I Prime Location","Helvetia Residences, Jumeirah Village Circle, Dubai","2","0","2024-03-01T05:36:13+00:00","buy","0707264327","apartment","1042000"
+"10853269","URGENT SALE | Fully Upgraded | Pool View","Zahra Apartments 2B, Zahra Apartments, Town Square, Dubai","2","3","2024-01-09T13:44:00+00:00","buy","7123225475","apartment","1540000"
+"11214562","New Launch Luxury Apartment | 10% Down Payment","Ocean Point, Mina Rashid, Dubai","2","3","2024-03-11T04:21:41+00:00","buy","1833128871","apartment","3330000"
+"11008553","Private Beach Access | Easy Payment Plan | Luxury","Seapoint, EMAAR Beachfront, Dubai Harbour, Dubai","2","3","2024-02-05T08:07:37+00:00","buy","1815339411","apartment","4944888"
+"11051202","SPACIOUS 3 BED | READY TO MOVE IN | FULLY FURNISHED","New Dubai Gate 2, Lake Elucio, Jumeirah Lake Towers, Dubai","2","3","2024-02-12T04:43:26+00:00","buy","7117451386","apartment","1500000"
+"11084301","TRILLIONAIRE RESIDENCES | New Launched | Dubai","Trillionaire Residences, Business Bay, Dubai","2","0","2024-02-16T15:08:24+00:00","buy","1480227934","apartment","1450000"
+"11041896","Premium Facilities| Prime Location | Ready to Move","Boulevard Crescent 1, BLVD Crescent, Downtown Dubai, Dubai","2","3","2024-02-09T09:21:03+00:00","buy","7116756193","apartment","4800000"
+"11001575","Canal and Pool View | High ROI | High Floor","Waters Edge, Yas Island, Abu Dhabi","2","0","2024-02-03T10:22:28+00:00","buy","123456789","apartment","800000"
+"11070446","Amazing 3 Bedrooms | Full canal view | Corner Unit","AZIZI Riviera, Meydan One, Meydan, Dubai","2","3","2024-02-14T15:45:58+00:00","buy","71152810560","apartment","2600000"
+"10325638","Amazing Views | Premium Location | Book Now!","Safa Two, Business Bay, Dubai","2","3","2023-09-27T10:27:24+00:00","buy","0798519262","apartment","3933000"
+"11084308","Modern Living | Vibrant Atmosphere | JVC","Binghatti Tulip, Jumeirah Village Circle, Dubai","2","0","2024-02-16T15:15:40+00:00","buy","0178662965","apartment","600000"
+"10502762","Multiples Units | 2 and 3 BR | Ready","The Address Residences Dubai Opera Tower 1, The Address Residences Dubai Opera, Downtown Dubai, Dubai","2","3","2023-11-02T05:24:17+00:00","buy","0762065685","apartment","8000000"
+"11202698","SLS Residences The Palm | Roya Development","SLS Residences the Palm, Palm Jumeirah, Dubai","2","3","2024-03-08T03:44:25+00:00","buy","0887170468","apartment","10192000"
+"10976399","Affordable | Ideal for Investment | Almost Ready","Radiant Boulevard, City Of Lights, Al Reem Island, Abu Dhabi","2","3","2024-01-30T08:42:01+00:00","buy","","apartment","1075000"
+"10999641","Sought After Community | High Floor | Good ROI Potential","New Dubai Gate 2, Lake Elucio, Jumeirah Lake Towers, Dubai","2","3","2024-02-03T05:44:36+00:00","buy","7117451729","apartment","1400000"
+"11185379","ELEVE TOWER \ HIGH QUALITY \CUSTOM BUILT\ HIGH ROI","Eleve by Deyaar, Jebel Ali, Dubai","2","3","2024-03-05T08:58:18+00:00","buy","0074237499","apartment","931855"
+"11202479","SLS Residences The Palm | Roya Development","SLS Residences the Palm, Palm Jumeirah, Dubai","2","3","2024-03-08T03:23:26+00:00","buy","0359874115","apartment","13900000"
+"10325622","Canal View | Premium | Easy Payment Plan","Canal Heights, Business Bay, Dubai","2","3","2023-09-27T10:26:10+00:00","buy","1801907727","apartment","5710000"
+"11018082","Under offer | Large plot | Great condition","Urbana III, EMAAR South, Dubai South (Dubai World Central), Dubai","2","3","2024-02-06T10:25:39+00:00","buy","7179371806","apartment","1680000"
+"10646317","3 Bed and Maids | Dubai South | Upgraded","The Pulse Residence Park, The Pulse, Dubai South (Dubai World Central), Dubai","2","3","2023-11-28T12:28:01+00:00","buy","7135987457","apartment","1480000"
+"10545720","Pool View | Elite Apartment | Prime Location","Diva, Yas Island, Abu Dhabi","2","3","2023-11-10T04:13:38+00:00","buy","","apartment","1265848"
+"11249250","Burj View! Upgraded & modified! Vacant!","Standpoint Tower 1, Standpoint Towers, Downtown Dubai, Dubai","2","3","2024-03-16T03:33:19+00:00","buy","7195867120","apartment","4000000"
+"11170590","SPECIAL ISLAND | UNIQE PRPJECT | READY TO MOVE","Blue Pearls, Ajmal Makan City, Al Hamriyah, Sharjah","2","0","2024-03-03T00:23:53+00:00","buy","","apartment","400000"
+"11079301","WATERFRONT ALLURE | SKYLINE VIEWS   | ICONIC","Clearpoint, Mina Rashid, Dubai","2","3","2024-02-16T02:31:10+00:00","buy","1297860991","apartment","4660000"
+"11193106","State-of-the-Art Design | Low Premium | Serene Neighborhood","Reeman Living, Al Shamkha, Abu Dhabi","2","3","2024-03-06T09:59:16+00:00","buy","","apartment","1120000"
+"11244271","Relaxing Canal View | Best Amenities | Ready to Move","Radiant Boulevard, City Of Lights, Al Reem Island, Abu Dhabi","2","3","2024-03-15T06:04:02+00:00","buy","","apartment","1095000"
+"11193182","Timeless Design | Low Premium | Sought-after Neighborhood","Reeman Living II, Al Shamkha, Abu Dhabi","2","3","2024-03-06T10:04:42+00:00","buy","","apartment","1120000"
+"11229629","Ferrari & Sea World View| Modern 3BR APT|Best Deal","Waters Edge, Yas Island, Abu Dhabi","2","3","2024-03-13T04:04:40+00:00","buy","","apartment","2000000"
+"11078930","LUXURIOUS AMENITIES | URBAN LIVING | LUSH GREENERY","Club Drive, Dubai Hills Estate, Dubai","2","3","2024-02-16T01:39:32+00:00","buy","1796934248","apartment","3470000"
+"11152659","Balcony| High Floor | Canal View | Ready &Vacant","Waves Tower, Business Bay, Dubai","2","0","2024-02-28T09:30:36+00:00","buy","71411658127","apartment","960000"
+"10977950","Resale | High ROI | Amazing Investement Chance","Reeman Living, Al Shamkha, Abu Dhabi","2","3","2024-01-30T15:36:20+00:00","buy","","apartment","1280000"
+"10660760","3Bedroom Apartment |Prime Location|Down payment 5%","Nesba, Aljada, Sharjah","2","3","2023-11-30T16:25:31+00:00","buy","0844783268","apartment","2242000"
+"11207301","Best layout||10% down payment||New launch","Eleve by Deyaar, Jebel Ali, Dubai","2","0","2024-03-08T16:41:02+00:00","buy","0074237499","apartment","555000"
+"11131070","Fully Furnished |5% Discount|Pay10% DP|5 Years P.P","Faradis Tower, Al Mamzar - Sharjah, Sharjah","2","3","2024-02-25T10:14:47+00:00","buy","","apartment","1820000"
+"11228553","High ROI | 5% Down Payment Only | 0% Commission","Reeman Living II, Al Shamkha, Abu Dhabi","2","3","2024-03-13T02:23:30+00:00","buy","","apartment","1170000"
+"10660552","3BHK Luxury | Building View |Smart Home |Book Now","Rove Home, Aljada, Sharjah","2","3","2023-11-30T13:13:52+00:00","buy","0844783268","apartment","2608000"
+"10896384","Amazing 3 Bedrooms Apartment | Prime Location","Reeman Living, Al Shamkha, Abu Dhabi","2","3","2024-01-16T09:48:23+00:00","buy","","apartment","1123000"
+"11201188","COMPOUND VIEW ◆ ALL NATIONS ◆AMAZING LIFESTYLE","Radiant Boulevard, City Of Lights, Al Reem Island, Abu Dhabi","2","3","2024-03-07T14:53:12+00:00","buy","","apartment","1400000"
+"11039713","Investor Deal  - Chiller Free - Smart Homes","La Residenza, Jumeirah Village Circle, Dubai","2","0","2024-02-09T09:29:24+00:00","buy","1328117913","apartment","999999"
+"11101614","Prime Location | High ROI | Modern Design","Azizi Venice, Dubai South (Dubai World Central), Dubai","2","0","2024-02-20T06:39:26+00:00","buy","0008470901","apartment","690000"
+"10670268","LUXURY 3 MASTERS BR- HANDOVER 9/2024 -4 YEARS PLAN","Darb 4, Al Mamsha, Muwaileh, Sharjah","2","3","2023-12-04T08:19:41+00:00","buy","","apartment","1310000"
+"11183213","Exclusive 3BR plus Maid /Huge Layout/Near to Metro","Tulip, Azizi Residence, Al Furjan, Dubai","2","3","2024-03-05T06:05:22+00:00","buy","7117647983","apartment","1700000"
+"10539128","Prime Location | Luxurious Amenities | Elite Living","Diva, Yas Island, Abu Dhabi","2","3","2023-11-09T03:11:19+00:00","buy","","apartment","1141888"
+"10670253","3BHK BEST PRICE | MODERN DESIGNE | 90 MONTHS PLAN","Darb 4, Al Mamsha, Muwaileh, Sharjah","2","3","2023-12-04T08:13:02+00:00","buy","","apartment","1470000"
+"10934067","Genuine Resale | Handover Soon | High ROI | Modern","Binghatti Crest, Jumeirah Village Circle, Dubai","2","3","2024-01-23T08:42:54+00:00","buy","71446813888","apartment","1560000"
+"11235341","Canal View | Brand New | Kitchen Equipped","Peninsula Four, Peninsula, Business Bay, Dubai","2","3","2024-03-14T00:06:16+00:00","buy","1758064541","apartment","12140000"
+"11195856","Hot deal\Fully furnished\Marina view","Red Square Tower, Jumeirah Village Triangle, Dubai","2","0","2024-03-07T03:53:39+00:00","buy","1385662660","apartment","623000"
+"10564145","CASINO VIEW! Luxury Hotel Apartment 3 BR Sea View","Marjan Island Resort and Spa, Al Marjan Island, Ras Al Khaimah","2","3","2023-11-14T06:10:42+00:00","buy","","apartment","4100000"
+"11211545","10% ROI \ 10% DP \ Furnished \ Hand Over Dec 2026","AG 9ine, Dubai Residence Complex, Dubai","2","0","2024-03-10T06:25:47+00:00","buy","1242086609","apartment","580000"
+"11215217","Hand Over Dec 2026 \ 10% ROI \ 10% DP \ Furnished","AG 9ine, Dubai Residence Complex, Dubai","2","0","2024-03-11T05:16:18+00:00","buy","1242086609","apartment","580000"
+"11006940","Ready to Move in  | 3 Bedroom | Wasl 1","1 Residences, Wasl1, Al Kifaf, Dubai","2","3","2024-02-05T02:06:29+00:00","buy","1313793690","apartment","4138064"
+"10388979","Excellent investment |Smart home concept |Unobstructed Views","Oxford Terraces 2, Jumeirah Village Circle, Dubai","2","0","2023-10-11T03:21:56+00:00","buy","71488776435","apartment","600000"
+"11006915","Ready to Move in  | 3 Bedroom | 1 Residences","1 Residences, Wasl1, Al Kifaf, Dubai","2","3","2024-02-05T02:04:47+00:00","buy","1313793690","apartment","4070433"
+"11006953","Ready to Move in  | 3 Bedroom | 1 Residences","1 Residences, Wasl1, Al Kifaf, Dubai","2","3","2024-02-05T02:07:40+00:00","buy","1313793690","apartment","4244556"
+"11094049","Discount 20%","Binghatti Gardenia, Jumeirah Village Circle, Dubai","2","0","2024-02-19T06:41:52+00:00","buy","0844783268","apartment","1524000"
+"11068070","Premium Location | Luxury Unit | Handover 2027","Reeman Living, Al Shamkha, Abu Dhabi","2","3","2024-02-14T07:50:27+00:00","buy","","apartment","1180000"
+"11233552","Offers Ramadan| 25%Discount | 5Years Payment Plan","Verdana 2, Dubai Investment Park, Dubai","2","0","2024-03-13T08:19:15+00:00","buy","0342283328","apartment","346000"
+"10866666","Sustainable Materials| Spacious 3BR| 2 Balconies","Reeman Living II, Al Shamkha, Abu Dhabi","2","3","2024-01-11T07:12:09+00:00","buy","","apartment","1175000"
+"10866655","New Launch| 2 Balconies| Green Building Tech","Reeman Living II, Al Shamkha, Abu Dhabi","2","3","2024-01-11T07:10:59+00:00","buy","","apartment","1180000"
+"11125309","40%Discount on Cash only | High ROI | Invest Now","Verdana 2, Dubai Investment Park, Dubai","2","0","2024-02-23T16:13:27+00:00","buy","0342283328","apartment","270400"
+"10866686","Iconic Location| New Launch| Last Phase| Call Now","Reeman Living II, Al Shamkha, Abu Dhabi","2","3","2024-01-11T07:14:16+00:00","buy","","apartment","1770000"
+"11157538","High ROI | Luxurious 3BR Apt | Panoramic View","Radiant Square, City Of Lights, Al Reem Island, Abu Dhabi","2","3","2024-02-29T10:45:06+00:00","buy","202202794105","apartment","1200000"
+"11149213","Very Easy Payment Plan | High ROI |Zero Commission","Reeman Living, Al Shamkha, Abu Dhabi","2","3","2024-02-28T03:49:10+00:00","buy","","apartment","1110000"
+"11197322","Ready Soon | 1%Monthly |4Years Post Hand over","Aras Heights, Majan, Dubai","2","0","2024-03-07T05:59:09+00:00","buy","0753334028","apartment","600000"
+"11185556","12Yrs Rent Guarantee | Upgraded | Beach Access","Cote D' Azur Hotel, The Heart of Europe, The World Islands, Dubai","2","0","2024-03-05T09:12:32+00:00","buy","1476710893","apartment","1800000"
+"11187627","12Yrs Rent Guarantee | Sea  View | Beach Access","Cote D' Azur Hotel, The Heart of Europe, The World Islands, Dubai","2","0","2024-03-06T02:07:27+00:00","buy","1476710893","apartment","1790000"
+"11199238","12Yrs Rent Guarantee | Sea  View | Beach Access","Cote D' Azur Hotel, The Heart of Europe, The World Islands, Dubai","2","0","2024-03-07T08:41:03+00:00","buy","1476710893","apartment","1810000"
+"11117334","Cash Investor Deal | DISCOUNT 40% | LIMITED UNITS","Verdana 2, Dubai Investment Park, Dubai","2","0","2024-02-22T08:09:38+00:00","buy","0903430662","apartment","270000"
+"11155283","Vacant and Ready to Move in | Well Maintained","Sherena Residence, Majan, Dubai","2","0","2024-02-29T07:04:39+00:00","buy","7119426832","apartment","522000"
+"11190199","3 Bedrooms | Investment Deal | Handover 2024","Radiant Square, City Of Lights, Al Reem Island, Abu Dhabi","2","3","2024-03-06T05:58:24+00:00","buy","","apartment","1337000"
+"11206973","AMAZING COMMUNITY| 40%DISCOUNT | INVESTMENT DEAL|","Verdana, Dubai Investment Park, Dubai","2","0","2024-03-08T12:57:54+00:00","buy","1292325984","apartment","280000"
+"11144943","On High Floor | Perfect Investment | Best Location","Al Reem Island, Abu Dhabi","2","3","2024-02-27T12:02:44+00:00","buy","","apartment","1388000"
+"11248706","Offers Ramadan| 25%Discount | 5Years Payment Plan","Verdana 2, Dubai Investment Park, Dubai","2","0","2024-03-15T19:11:28+00:00","buy","0342283328","apartment","346000"
+"10866641","Sustainable Design| Spacious 3BR| 2 Balconies","Reeman Living II, Al Shamkha, Abu Dhabi","2","3","2024-01-11T07:09:34+00:00","buy","","apartment","1170000"
+"11230644","3BR ALMOST READY NEXT METRO | PAYMENTPLAN| LIMITED","AZIZI Pearl, Al Furjan, Dubai","2","3","2024-03-13T05:18:21+00:00","buy","0945372823","apartment","1290000"
+"10977756","Book with10K| 90 Months Installments | Freehold","Darb 4, Al Mamsha, Muwaileh, Sharjah","2","0","2024-01-30T10:54:54+00:00","buy","","apartment","495000"
+"11048865","Modern | Affordable | Good for Investment","Reeman Living, Al Shamkha, Abu Dhabi","2","3","2024-02-11T08:26:15+00:00","buy","","apartment","1100000"
+"11104379","40%Discount on Cash only | High ROI | Invest Now","Verdana 2, Dubai Investment Park, Dubai","2","0","2024-02-20T10:21:47+00:00","buy","0342283328","apartment","340000"
+"11086363","Modern Living | Panoramic Views | Handover Q2 2028","Club Drive, Dubai Hills Estate, Dubai","2","3","2024-02-17T05:50:16+00:00","buy","0826128634","apartment","3400000"
+"9928305","Fully Furnished| 5 Yrs. payment Plan| HIGHT ROI","Altai Tower, Jumeirah Village Triangle, Dubai","2","0","2023-06-29T07:50:16+00:00","buy","0618998029","apartment","550000"
+"11043372","Brand New | High Floor | Stunnig Canal View","Aykon City Tower C, Aykon City, Business Bay, Dubai","2","0","2024-02-09T17:50:38+00:00","buy","7129365532","apartment","1100000"
+"10660549","3BHK | 5% DP | Flexible payment plan | Book now","Rove Home, Aljada, Sharjah","2","3","2023-11-30T13:11:39+00:00","buy","0844783268","apartment","2608000"
+"10837890","★ BUY NOW 624,000AED ★ (20% FIRST PAYMENT + 4% DLD) | MAIDS | FLEXI PLAN | LUXURY | HIGH ROI | INVESTMENT","Sobha Verde, Jumeirah Lake Towers, Dubai","2","3","2024-01-06T17:13:52+00:00","buy","0817185656","apartment","2600000"
+"11229449","Hot Deal|Ferrari & Sea World View| Luxury 2BR Unit","Waters Edge, Yas Island, Abu Dhabi","2","3","2024-03-13T03:50:29+00:00","buy","","apartment","2000000"
+"10256258","LIV LUX | Lounge spaces | Modern design","Liv Lux, Dubai Marina, Dubai","2","3","2023-09-12T17:06:24+00:00","buy","1381118590","apartment","6049548"
+"10256256","SEA  VIEW | LUX APPART | MODERN DESIGN","Liv Lux, Dubai Marina, Dubai","2","3","2023-09-12T17:05:14+00:00","buy","1490914236","apartment","8999548"
+"10656730","High Floor | Tower 1 | Burj Khalifa View","St Regis The Residences, Burj Khalifa Area, Downtown Dubai, Dubai","2","3","2023-11-30T04:27:27+00:00","buy","71400433087","apartment","7200000"
+"10055397","UNIQUE LIFESTYLE ✦ PHASE II✦ 5%ONLY ✦ SMART HOME","Reeman Living II, Al Shamkha, Abu Dhabi","2","3","2023-07-30T13:29:16+00:00","buy","","apartment","1114000"
+"11170967","Near Metro | Lagoon Views | Easy Payment Plan","Azizi Venice, Dubai South (Dubai World Central), Dubai","2","0","2024-03-03T03:38:33+00:00","buy","1394098032","apartment","597000"
+"11102210","Burj Khalifa View | High ROI | Extremely High C AP","Trillionaire Residences, Business Bay, Dubai","2","0","2024-02-20T07:28:47+00:00","buy","0967288924","apartment","1446111"
+"10837889","LUXURY FLAT | GOLDEN VISA | LAGOONS | FLEXI PAYMENTS | PRIME LOCATION | HIGH ROI | GENUINE DIRECT","320 Riverside Crescent, Sobha Hartland II, Mohammed Bin Rashid City, Dubai","2","3","2024-01-06T17:13:17+00:00","buy","0817185656","apartment","3500000"
+"10308411","High ROI | Pool View | Best Facilities","The Gate Tower 2, Shams Abu Dhabi, Al Reem Island, Abu Dhabi","2","0","2023-09-23T12:22:29+00:00","buy","123456789","apartment","700000"
+"11051390","Vast Unit | Smart Home | Premium Location/NO Commission","Al Mamsha, Muwaileh, Sharjah","2","3","2024-02-12T05:06:05+00:00","buy","","apartment","1499000"
+"11197139","15% Discount | 4K Monthly | Limited Availability","Verdana 2, Dubai Investment Park, Dubai","2","0","2024-03-07T05:40:07+00:00","buy","0465261649","apartment","395000"
+"10811828","Limited Availability I Near Wynn Casino I Handover 2026","Quattro Del Mar, Hayat Island, Mina Al Arab, Ras Al Khaimah","2","3","2024-01-02T08:18:29+00:00","buy","","apartment","4000000"
+"10901944","Hot Deal!! Discounts!! Motivated Seller!","Seven City JLT, Jumeirah Lake Towers, Dubai","2","3","2024-01-17T07:49:33+00:00","buy","71198858150","apartment","1780000"
+"9919975","Do not pay rent / own   apartment pay 1% per month","Verdana, Dubai Investment Park, Dubai","2","0","2023-06-25T11:05:51+00:00","buy","1813694058","apartment","482000"
+"11120941","1% Monthly Payment Plan | High ROI | Luxury Living","Levanto By Oro24, Jumeirah Village Circle, Dubai","2","3","2024-02-23T03:43:33+00:00","buy","1035960560","apartment","1620000"
+"10288825","Amazing Price| Great Investment| Newly Launched !!","Perla 2, Yas Bay, Yas Island, Abu Dhabi","2","3","2023-09-20T01:40:32+00:00","buy","","apartment","2231062"
+"10985800","No Commission | 5% DP | Unique Community","Reeman Living, Al Shamkha, Abu Dhabi","2","3","2024-01-31T14:59:26+00:00","buy","","apartment","1110000"
+"10288557","Spacious Layout | Great Location | Relaxing View !","Diva, Yas Island, Abu Dhabi","2","3","2023-09-19T16:56:59+00:00","buy","","apartment","1796139"
+"11217948","Skyline View I Luxurious Design I Perfect Harmony I Easy Payment Plan","Sonate Residences, Jumeirah Village Triangle, Dubai","2","0","2024-03-11T08:43:27+00:00","buy","0124723280","apartment","726315"
+"11198941","NEW| READY| MODERN| POOL VIEW| HIGH FLOOR","Binghatti Crest, Jumeirah Village Circle, Dubai","2","3","2024-03-07T08:16:29+00:00","buy","71446817793","apartment","1550000"
+"11074667","Best Deal in Masdar City Get Big Profit","Royal Park, Masdar City, Abu Dhabi","2","0","2024-02-15T07:04:56+00:00","buy","","apartment","420000"
+"11224880","Ready studio | Next to Al Zahia City Centre","Muwaileh, Sharjah","2","0","2024-03-12T10:45:42+00:00","buy","","apartment","489250"
+"11190315","READY NOW | MARINA VIEW | POSTHANDOVER |INVEST NOW","O2 Tower, Jumeirah Village Circle, Dubai","2","0","2024-03-06T06:08:47+00:00","buy","0070519376","apartment","600000"
+"11203665","PRIME LOCATION | MULTIPLE OPTIONS  | FLEXIBLE PP","Azizi Riviera 63, Meydan, Dubai","2","0","2024-03-08T05:15:47+00:00","buy","0163360221","apartment","1142000"
+"11147803","3 BR Apartment | Yasmin Village | Lagoon View","Terrace Apartments, Yasmin Village, Ras Al Khaimah","2","3","2024-02-27T16:56:06+00:00","buy","","apartment","399999"
+"10883893","Great Price | Strategic Location | Eco-Friendly","Alreeman, Al Shamkha, Abu Dhabi","2","3","2024-01-15T07:19:53+00:00","buy","","apartment","1169200"
+"10972801","Luxurious Apartment | Great Amenities | Prime","Radiant Boulevard, City Of Lights, Al Reem Island, Abu Dhabi","2","3","2024-01-30T03:38:42+00:00","buy","","apartment","1213000"
+"10754021","Amazing Facilities| Ideal Location| Corner Unit","Reeman Living II, Al Shamkha, Abu Dhabi","2","3","2023-12-20T03:02:02+00:00","buy","","apartment","1201500"
+"10902991","Book with10K| 99 Months Installments | Freehold","Al Mamsha, Muwaileh, Sharjah","2","0","2024-01-17T09:05:52+00:00","buy","","apartment","495000"
+"10754049","Corner Unit| Unique Features| Ideal Investment","Reeman Living II, Al Shamkha, Abu Dhabi","2","3","2023-12-20T03:04:17+00:00","buy","","apartment","1166400"
+"10816767","Naya |  Lagoon Views & Direct Beach Access","Naya at District One, District One, Mohammed Bin Rashid City, Dubai","2","3","2024-01-03T05:07:47+00:00","buy","0883430277","apartment","4520800"
+"10288582","balance of modern design and nature","Terrazzo Residences, Jumeirah Village Circle, Dubai","2","3","2023-09-19T17:43:13+00:00","buy","0309712893","apartment","2261000"
+"11164622","Canal View | Brand New | Kitchen Equipped","Peninsula Four, Peninsula, Business Bay, Dubai","2","3","2024-03-01T08:53:10+00:00","buy","1758064541","apartment","5500000"
+"11141990","Fancy 3BR Unit| Convenient Location|Best Amenities","Radiant Boulevard, City Of Lights, Al Reem Island, Abu Dhabi","2","3","2024-02-27T05:50:05+00:00","buy","","apartment","1207000"
+"10731225","Spacious 3BHK in Brand-new Tower | Pool View","Radiant Square, City Of Lights, Al Reem Island, Abu Dhabi","2","3","2023-12-15T07:58:10+00:00","buy","","apartment","1250000"
+"10288573","Urban oasis, garden view, eco life","Terrazzo Residences, Jumeirah Village Circle, Dubai","2","3","2023-09-19T17:31:28+00:00","buy","1303336969","apartment","2228000"
+"10182967","balance of modern design and nature","Terrazzo Residences, Jumeirah Village Circle, Dubai","2","3","2023-08-28T05:26:15+00:00","buy","0613001082","apartment","2166000"
+"11023012","Branded Furnished Apartment I Get your Golden Visa","Rosso Bay Residence, Al Marjan Island, Ras Al Khaimah","2","3","2024-02-07T01:35:48+00:00","buy","","apartment","4486000"
+"10288579","Urban oasis, modern design, eco life","Terrazzo Residences, Jumeirah Village Circle, Dubai","2","3","2023-09-19T17:35:33+00:00","buy","0395178512","apartment","2115000"
+"10941075","READY STUDIO| 4YRS PAYMENTP | IN LUXURY COMMUNITY","Al Mamsha, Muwaileh, Sharjah","2","0","2024-01-24T04:44:33+00:00","buy","","apartment","499000"
+"10967520","READY NOW| BIG AREA | 4YRS PAYMENT PLAN | HIGH ROI","Al Mamsha, Muwaileh, Sharjah","2","0","2024-01-29T06:00:39+00:00","buy","","apartment","499000"
+"10256319","LIV MARINA | Residents Lounge | Modern design","LIV Marina, Dubai Marina, Dubai","2","3","2023-09-12T17:49:05+00:00","buy","1989372626","apartment","6999548"
+"10498737","Multiple Resale | Golf Course View | Investment Potential","Seven City JLT, Jumeirah Lake Towers, Dubai","2","3","2023-11-01T08:31:09+00:00","buy","71198925242","apartment","1980000"
+"11055032","Discount10% | Fully Furnished | Smart Home","1WOOD Residence, Jumeirah Village Circle, Dubai","2","0","2024-02-12T15:48:35+00:00","buy","1486256166","apartment","528000"
+"11233486","4 Years Post Handover Payment Plan | Smart Home","Aras Heights, Majan, Dubai","2","0","2024-03-13T12:09:39+00:00","buy","0205423985","apartment","660000"
+"9958133","25% DISCOUNT ✦ FURNESHED ✦ HIGH FLOOR ✦ TOWER B","Diva, Yas Island, Abu Dhabi","2","3","2023-07-07T04:35:00+00:00","buy","","apartment","1351223"
+"9954793","25% DISCOUNT ✦ FURNESHED ✦ GROUND FLOOR ✦ TOWER A","Diva, Yas Island, Abu Dhabi","2","3","2023-07-06T08:24:35+00:00","buy","","apartment","1347104"
+"10723853","FREEHOLD | POOL VIEW | 2BHK | 1% PP | SPACIOUS","Al Mamsha, Muwaileh, Sharjah","2","3","2023-12-14T04:56:05+00:00","buy","","apartment","895000"
+"10748343","LAKE VIEW | NEW LAUNCH | PAYMENT PLAN- 6 YEARS","Albero By Oro24, Liwan, Dubai Land, Dubai","2","0","2023-12-19T05:09:19+00:00","buy","1011700366","apartment","490000"
+"11138315","GOLF COURSE VIEW+ FREE HOLD +FLEXIBLE PAYMENT PLAN","Vista by Prestige One, Dubai Sports City, Dubai","2","0","2024-02-26T12:29:50+00:00","buy","2004466023","apartment","570000"
+"11074572","Get 40 % Discount Good Opportunity For Investment","Royal Park, Masdar City, Abu Dhabi","2","0","2024-02-15T06:58:24+00:00","buy","","apartment","400000"
+"11144769","Hot Deal |Fully furnished | Vacant |","Bayz by Danube, Business Bay, Dubai","2","3","2024-02-27T07:45:09+00:00","buy","7184525029","apartment","2650000"
+"10551192","Beautiful Apartment | Partial Marina View | Rented","Jumeirah Living Marina Gate, Marina Gate, Dubai Marina, Dubai","2","0","2023-11-11T08:45:38+00:00","buy","7148045079","apartment","2200000"
+"10920470","Premium Development | 50% DLD Waiver | Luxury Lifestyle","Urban Oasis, Business Bay, Dubai","2","3","2024-01-20T14:12:15+00:00","buy","0393273742","apartment","5292302"
+"11101933","FURNISHED | 5YRS PP | PRIME LOCATION | Smart Home","Red Square Tower, Jumeirah Village Triangle, Dubai","2","0","2024-02-20T07:06:54+00:00","buy","0362721150","apartment","545000"
+"11218351","Offers Ramadan| 25%Discount | 5Years Payment Plan","Verdana 2, Dubai Investment Park, Dubai","2","0","2024-03-11T10:17:38+00:00","buy","0342283328","apartment","346000"
+"10982038","READY NOW HIGH RENTED IN MAMSHA PROJECT 4YRS PLAN","Al Mamsha, Muwaileh, Sharjah","2","0","2024-01-31T06:31:36+00:00","buy","","apartment","499000"
+"11048253","READY STUDIO | 4YRS PAYMENT PLAN | GATED COMMUNITY","Al Mamsha, Muwaileh, Sharjah","2","0","2024-02-11T04:55:27+00:00","buy","","apartment","499000"
+"10111737","3 BR for Sale | Luxury Apartment | Golf Views","Seven City JLT, Jumeirah Lake Towers, Dubai","2","3","2023-08-12T03:24:34+00:00","buy","71198893205","apartment","2200000"
+"11086480","20 %Discount/ Royal suite / Private Pool / H.O2024","Binghatti Gardenia, Jumeirah Village Circle, Dubai","2","3","2024-02-17T06:11:07+00:00","buy","1586047456","apartment","2990000"
+"11144684","1% Monthly✅5 Years Payment Plan ✅Fully Kitchen Appliances","The Central Downtown, Arjan, Dubai","2","0","2024-02-27T07:38:29+00:00","buy","0064413630","apartment","750000"
+"10680093","Spacious 1BR | Garden View | VACANT","Sun Tower, Shams Abu Dhabi, Al Reem Island, Abu Dhabi","2","0","2023-12-06T05:28:12+00:00","buy","","apartment","910000"
+"11003753","Great Investment | Mordan Layout | 2024 Handover","Radiant Square, City Of Lights, Al Reem Island, Abu Dhabi","2","3","2024-02-03T20:25:14+00:00","buy","","apartment","1400000"
+"10586816","5% PP | FREEHOLD | 6 YEARS PP | PRIME LOCATION","Al Mamsha, Muwaileh, Sharjah","2","3","2023-11-16T15:10:04+00:00","buy","","apartment","1449000"
+"10875745","Type B Villa | Palmera 2, Arabian Ranches","AZIZI Riviera, Meydan One, Meydan, Dubai","2","3","2024-01-12T10:47:24+00:00","buy","1730859026","apartment","4400000"
+"9979215","Zero Commission / 5% DP / New Phase","Reeman Living, Al Shamkha, Abu Dhabi","2","3","2023-07-12T06:51:15+00:00","buy","","apartment","1182000"
+"10949741","10% down payment-Guaranteed ROI-Smart Home finishes","Maryam Island, Sharjah","2","3","2024-01-25T07:03:38+00:00","buy","","apartment","1300000"
+"10718343","Stunning| Garden | Ground Floor Unit | 2 Parking","Al Ghadeer 2, Al Ghadeer, Abu Dhabi","2","3","2023-12-13T06:33:50+00:00","buy","","apartment","1300000"
+"11014272","Furnished- Beach View- 1%Monthly|Luxury community","Oceanz by Danube, Maritime City, Dubai","2","0","2024-02-05T15:41:31+00:00","buy","1207826790","apartment","1041000"
+"9802794","Exclusive | Ground Floor 3 BED | Park View |Rented","Urbana II, EMAAR South, Dubai South (Dubai World Central), Dubai","2","3","2023-05-29T02:30:08+00:00","buy","7148300001","apartment","1500000"
+"10813602","READY to MOVE / BRAND NEW / Vacant / LIMIT UNIT","Blue Waves Tower, Dubai Residence Complex, Dubai","2","0","2024-01-02T11:41:24+00:00","buy","0657904007","apartment","550000"
+"11035179","1% Monthly Payment Plan | High ROI | Luxury Living","Levanto By Oro24, Jumeirah Village Circle, Dubai","2","3","2024-02-08T08:32:19+00:00","buy","1051347466","apartment","1620000"
+"11210723","apartment for sale in Sun Tower on Al Reem Island","Sun Tower, Shams Abu Dhabi, Al Reem Island, Abu Dhabi","2","3","2024-03-10T01:53:18+00:00","buy","","apartment","1850000"
+"11213638","GOOD FOR INVESTMENT AND LAYOUT | PRIME LOCATION","The Fairmont Palm Residence North, The Fairmont Palm Residences, Palm Jumeirah, Dubai","2","3","2024-03-11T02:54:40+00:00","buy","7165400850","apartment","11500000"
+"11210721","Beautiful flat for sale in sun Tower l Reem Island","Sun Tower, Shams Abu Dhabi, Al Reem Island, Abu Dhabi","2","3","2024-03-10T01:50:59+00:00","buy","","apartment","1800000"
+"10298670","Furnished I  Ground floor with Terrace  I  Parking","Diva, Yas Island, Abu Dhabi","2","3","2023-09-21T12:34:04+00:00","buy","","apartment","1390000"
+"10535504","Aquatic Oasis: Acua by Vincitore","Vincitore Dolce Vita, Arjan, Dubai","2","0","2023-11-08T08:07:44+00:00","buy","0280846414","apartment","695000"
+"10129184","Amazing 3BR+Maid | Partial Sea View | Vacant Unit","Meera 1, Shams Abu Dhabi, Al Reem Island, Abu Dhabi","2","3","2023-08-16T04:43:58+00:00","buy","","apartment","1700000"
+"10839619","25% DISCOUNT INVESTOR PRICE HANDOVER NEXT YEAR","Diva, Yas Island, Abu Dhabi","2","0","2024-01-07T11:03:35+00:00","buy","","apartment","580000"
+"11097200","10% down payment-Guaranteed ROI-Smart Home finishes","Maryam Island, Sharjah","2","3","2024-02-19T12:08:27+00:00","buy","","apartment","1300000"
+"10717912","Modern 3BR Unit| Good Community| Spacious Layout","Al Ghadeer 2, Al Ghadeer, Abu Dhabi","2","3","2023-12-13T05:49:31+00:00","buy","","apartment","1100000"
+"10251617","Luxurious 3BR Apartment | High Floor | Huge Size","Marina Blue Tower, Marina Square, Al Reem Island, Abu Dhabi","2","3","2023-09-12T03:19:19+00:00","buy","","apartment","2600000"
+"10927605","10% Booking! | Prime Investment! | Community View!","The Orchard Place, Jumeirah Village Circle, Dubai","2","0","2024-01-22T06:17:30+00:00","buy","0526358481","apartment","699000"
+"10738377","TAYPE G + TERRACE / COMPLETION Q3 2024 /SPACIOUS","Luma 22, Jumeirah Village Circle, Dubai","2","3","2023-12-17T07:23:38+00:00","buy","1296226034","apartment","2140000"
+"11242603","Brand New 3 BHK | Corner view | Ready to Move","Azizi Riviera 19, Meydan One, Meydan, Dubai","2","3","2024-03-15T07:30:37+00:00","buy","71149777382","apartment","2000000"
+"11031900","COOL COMMUNITY◆AMAZING FACILITIES◆PRIME LOCATION","Waterfall District, Al Ghadeer, Abu Dhabi","2","3","2024-02-08T04:01:06+00:00","buy","","apartment","1400000"
+"10989814","15% ROI| 20% CAP APP| SEA VIEW| WATER FRONT LIVING","The Bay Residence By Baraka, Yas Island, Abu Dhabi","2","0","2024-02-01T06:51:27+00:00","buy","","apartment","740000"
+"11118473","READY \ FULLY FURNISHED \ 2YRS POST HAND OVER","Blue Waves Tower, Dubai Residence Complex, Dubai","2","0","2024-02-22T09:47:18+00:00","buy","0370902130","apartment","618170"
+"11144782","Amazing Lifestyle | Cozy 3BR Unit| Best Amenities","Radiant Boulevard, City Of Lights, Al Reem Island, Abu Dhabi","2","3","2024-02-27T07:45:54+00:00","buy","","apartment","1207000"
+"11086219","Fully Furnished✅5 YRS Payment Plan✅ROI 60K YEARLY✅","Red Square Tower, Jumeirah Village Triangle, Dubai","2","0","2024-02-17T05:20:24+00:00","buy","1177209556","apartment","600000"
+"10646721","Marina View I Low Floor I Fully Furnished By Emaar","Marina Vista, EMAAR Beachfront, Dubai Harbour, Dubai","2","3","2023-11-28T09:03:36+00:00","buy","0259909207","apartment","6900000"
+"10782709","In JVC |Designed by Versace| Furnished","Empire Suites, Jumeirah Village Circle, Dubai","2","0","2023-12-26T06:18:57+00:00","buy","0198643603","apartment","925999"
+"11135310","Open to All Nationalities,Easy Payments!Invest Now","Reeman Living, Al Shamkha, Abu Dhabi","2","3","2024-02-26T07:24:01+00:00","buy","","apartment","1160000"
+"10892034","Investment | 12Yrs Rent Guarantee | Beach Access","Cote D' Azur Hotel, The Heart of Europe, The World Islands, Dubai","2","0","2024-01-16T04:17:08+00:00","buy","1476710893","apartment","1750000"
+"11074978","Three Bedroom | Apartment | Large Balcony","ACES Chateau, Jumeirah Village Circle, Dubai","2","3","2024-02-15T11:28:04+00:00","buy","7117962985","apartment","1410000"
+"11091910","Exclusive | Immaculate Condition | Modern Finishes","Al Ghaf 4, Al Ghaf, Greens, Dubai","2","3","2024-02-19T07:22:56+00:00","buy","7115059400","apartment","2500000"
+"10513107","Spacious 3 BHK | Luxury | Vacant | R2M","Jasmine A, Jasmine, DAMAC Hills, Dubai","2","3","2023-11-04T05:40:09+00:00","buy","0187307660","apartment","2954000"
+"11116080","10% Down payment✅1%monthly✅15%ROI✅Pool View","Bayz by Danube, Business Bay, Dubai","2","0","2024-02-22T06:19:23+00:00","buy","1139816602","apartment","1370000"
+"11093409","10% Down payment✅1%monthly✅Private Pool✅12%Roi","Samana Barari Views, Majan, Dubai","2","0","2024-02-19T05:46:18+00:00","buy","0245475723","apartment","670000"
+"11114911","10% Down payment✅freehold.✅12%ROI✅Fully Furnished","Pearl House III, Jumeirah Village Circle, Dubai","2","0","2024-02-22T04:44:25+00:00","buy","0198925524","apartment","656000"
+"10800767","Private pool | 8-yrs PP I 1% monthly |","Samana Barari Views, Majan, Dubai","2","0","2023-12-29T11:16:56+00:00","buy","1197469562","apartment","1800630"
+"9979286","NEW LAUNCH | LUXURIOUS UNIT | HIGH ROI","Reeman Living, Al Shamkha, Abu Dhabi","2","3","2023-07-12T07:02:42+00:00","buy","","apartment","1118200"
+"11235919","Studio for sale, Aljada, Sharjah free hold","Al Zahia, Muwaileh Commercial, Sharjah","2","0","2024-03-14T02:55:28+00:00","buy","","apartment","330000"
+"11212397","High Floor | Hot Deal | Boulevard","Radiant Boulevard, City Of Lights, Al Reem Island, Abu Dhabi","2","3","2024-03-10T10:12:56+00:00","buy","","apartment","1365000"
+"11160914","8 years Payment Plan | Dome and Waterfall View","Sky Residences, Expo City, Dubai","2","3","2024-02-29T17:30:06+00:00","buy","1990799258","apartment","4234000"
+"11067717","1% MONTHLY |P.P 6 YEAR |HIGH RIO|LIMITED UNITES ..","The Central Downtown, Arjan, Dubai","2","0","2024-02-14T07:25:01+00:00","buy","0064413630","apartment","670000"
+"11013674","Amazing Sea View - Penthouse for sale- Al Marjan Island","Fayrouz, Bab Al Bahar, Al Marjan Island, Ras Al Khaimah","2","3","2024-02-05T15:14:36+00:00","buy","","apartment","2600000"
+"11208840","3BR+Study Room+Pvt Pool I Furnished I Payment Plan","Pearlz by Danube, Al Furjan, Dubai","2","3","2024-03-09T10:22:23+00:00","buy","71408453929","apartment","2500000"
+"10536154","Prime Location|High Floor Balcony Maid & Store","Tower 1, Al Reef Downtown, Al Reef, Abu Dhabi","2","3","2023-11-08T09:04:47+00:00","buy","","apartment","1200000"
+"11193512","3 Bedroom + Study + Pool I High End Finishing I 50/50 Payment Plan","48 Parkside, Arjan, Dubai","2","3","2024-03-06T10:29:34+00:00","buy","0778438345","apartment","1720048"
+"10908909","Luxury 3 Bhk | Sea View | Great Lifestyle","Radiant Boulevard, City Of Lights, Al Reem Island, Abu Dhabi","2","3","2024-01-18T07:17:20+00:00","buy","","apartment","1194500"
+"10755639","✅Magnificent Unit| Partly Furnished| Invest Now","Al Ghadeer 2, Al Ghadeer, Abu Dhabi","2","3","2023-12-20T05:51:50+00:00","buy","","apartment","1350000"
+"10892076","Beautiful Town house |Duple Row |Mid Unite","The Dahlias, Yas Acres, Yas Island, Abu Dhabi","2","3","2024-01-16T04:21:38+00:00","buy","","apartment","4100000"
+"10660544","3 bedroom apartment | Open view | 5% payment","Rove Home, Aljada, Sharjah","2","3","2023-11-30T13:08:14+00:00","buy","0844783268","apartment","2608000"
+"10660603","3BR | Luxury lifestyle | Prime location | 5% DP","Nesba, Aljada, Sharjah","2","3","2023-11-30T13:50:30+00:00","buy","0844783268","apartment","2242000"
+"11125161","Canal View | Brand New | Kitchen Equipped","Peninsula Four, Peninsula, Business Bay, Dubai","2","3","2024-02-23T14:42:47+00:00","buy","1758064541","apartment","6500000"
+"11023131","Upgraded I Spacious I Investor Deal I Laundry Room","The Views 1, The Views, Dubai","2","3","2024-02-07T01:55:43+00:00","buy","7115091700","apartment","2300000"
+"10708603","No Commission | 5% Down Payment | Unique Community","Reeman Living II, Al Shamkha, Abu Dhabi","2","3","2023-12-12T01:27:16+00:00","buy","","apartment","1110000"
+"10565579","HANDOVER DONE | HIGH FLOOR | HIGH ROI | SMART HOME","Binghatti Crest, Jumeirah Village Circle, Dubai","2","3","2023-11-14T04:33:00+00:00","buy","1862855226","apartment","1632000"
+"10338997","Hot Deal |No Commission |Fully Furnished |High ROI","Plaza, Masdar City, Abu Dhabi","2","0","2023-09-30T15:21:05+00:00","buy","","apartment","320000"
+"11130225","SUPER LUXURY PROJECT | 1%MONTHLY | LIMITED OFFER","Levanto By Oro24, Jumeirah Village Circle, Dubai","2","3","2024-02-25T05:54:54+00:00","buy","1154637946","apartment","1530000"
+"11057846","Luxurious Units | 5% DP Only | Affordable Pricing","Reeman Living, Al Shamkha, Abu Dhabi","2","3","2024-02-13T05:28:37+00:00","buy","","apartment","1181000"
+"10778003","Next to the metro|Fully furnished|10%ROI","Serene Gardens, Discovery Gardens, Dubai","2","0","2023-12-25T07:07:49+00:00","buy","0061475088","apartment","610000"
+"10557720","Zero Commision | High ROI | Payment Plan","Adhara Star, Arjan, Dubai","2","3","2023-11-13T03:42:21+00:00","buy","1405794817","apartment","1930000"
+"10589478","Zero Commision | High ROI | Payment Plan","Adhara Star, Arjan, Dubai","2","3","2023-11-17T07:03:25+00:00","buy","0318270511","apartment","1930000"
+"10543886","Convenient Location | Family Home  | Premium 3 BR","Adhara Star, Arjan, Dubai","2","3","2023-11-09T11:15:50+00:00","buy","0812496132","apartment","1700000"
+"10390405","Hand over  Couple of months furnished with payment","The Community, Jumeirah Village Triangle, Dubai","2","0","2023-10-11T05:42:13+00:00","buy","0253948407","apartment","635000"
+"10496227","Elegant 3BR | Spectacular View | Great Amenities","Reeman Living, Al Shamkha, Abu Dhabi","2","3","2023-11-01T05:00:15+00:00","buy","","apartment","1100000"
+"11130130","58K Down payment⭐12%ROI ⭐4 Years Payment Plan","Red Square Tower, Jumeirah Village Triangle, Dubai","2","0","2024-02-25T05:26:49+00:00","buy","1456201323","apartment","580002"
+"11141351","1%Monthly✅Pool View✅40%Discount✅10% Down Payment","Verdana 2, Dubai Investment Park, Dubai","2","0","2024-02-27T04:49:06+00:00","buy","0458285624","apartment","270000"
+"10539127","Pool View | Elite Location| Perfect Investment","Diva, Yas Island, Abu Dhabi","2","3","2023-11-09T03:11:11+00:00","buy","","apartment","1347104"
+"10546023","Pool View | Elite Apartment | Prime Location","Diva, Yas Island, Abu Dhabi","2","3","2023-11-10T04:46:16+00:00","buy","","apartment","1351223"
+"10646865","New Project| Luxurious Amenities| Elite Location","Reeman Living, Al Shamkha, Abu Dhabi","2","3","2023-11-28T09:11:04+00:00","buy","","apartment","1123700"
+"10646797","Prime Location| Luxury Living| New Project","Reeman Living, Al Shamkha, Abu Dhabi","2","3","2023-11-28T09:07:08+00:00","buy","","apartment","1157900"
+"11079733","Good Price Offer | Newly Built and Best Community","Al Ghadeer 2, Al Ghadeer, Abu Dhabi","2","3","2024-02-16T07:09:58+00:00","buy","","apartment","1200000"
+"9449047","With Large Balcony and Stunning View of Mangrove","Beach Towers, Shams Abu Dhabi, Al Reem Island, Abu Dhabi","2","3","2023-02-23T05:19:02+00:00","buy","","apartment","2090000"
+"11247117","Genuine Offer | Excellent Family Home | Get Now","Al Reef Downtown, Al Reef, Abu Dhabi","2","3","2024-03-15T13:27:47+00:00","buy","","apartment","1050000"
+"10016513","Distress Sale 3 Bed Room Hall For Sale","Emirates City, Ajman","2","3","2023-07-20T07:30:44+00:00","buy","","apartment","260000"
+"10893759","Great Location | Fantastic Community | Panoramic View","Sky Tower, Shams Abu Dhabi, Al Reem Island, Abu Dhabi","2","3","2024-01-16T10:54:18+00:00","buy","","apartment","2000000"
+"9965429","Modern Conveniences & Entertainment l All Within Your Reach","Reeman Living, Al Shamkha, Abu Dhabi","2","3","2023-07-09T09:21:44+00:00","buy","","apartment","1182000"
+"10884503","Luxury 3Bhk|Sea View |Great Lifestyle| Good Layout","Radiant Boulevard, City Of Lights, Al Reem Island, Abu Dhabi","2","3","2024-01-15T04:06:20+00:00","buy","","apartment","1200000"
+"10850527","COMMUNITY VIEW | PRIVATE GARDEN | GOOD PRICE","Al Ghadeer, Abu Dhabi","2","3","2024-01-09T05:25:25+00:00","buy","","apartment","1300000"
+"10285397","Open view 3 bed room hall for sale with 1 parking","Emirates City, Ajman","2","3","2023-09-19T06:06:52+00:00","buy","","apartment","245000"
+"10951294","Full Furnished 2 bedroom APT l Vacant l Hot Deal","Al Reef Downtown, Al Reef, Abu Dhabi","2","3","2024-01-25T09:01:30+00:00","buy","","apartment","850000"
+"9413617","Fully Furnished Luxury Unit | Yas Bay Views","Diva, Yas Island, Abu Dhabi","2","3","2023-02-14T04:15:35+00:00","buy","","apartment","1585000"
+"8968667","Fantastic 3 Bed room Hall for sale with 1 Parking","Paradise Lakes Tower B6, Paradise Lakes Towers, Emirates City, Ajman","2","3","2022-09-14T09:57:21+00:00","buy","","apartment","280000"
+"11219864","For sale a luxury apartment A view of Al Qasba","Al Khan, Sharjah","2","3","2024-03-12T02:49:11+00:00","buy","","apartment","650000"
+"10193042","Cozy Unit |Terraced Studio Apartment w/ Balcony","Al Ghadeer, Abu Dhabi","2","0","2023-08-30T03:58:47+00:00","buy","","apartment","450000"
+"9959872","Fantastic 3 Bed room Hall for Sale with 1 Parking","Paradise Lakes Towers, Emirates City, Ajman","2","3","2023-07-07T08:44:44+00:00","buy","","apartment","255000"
+"10316232","Brand new/Golf facing/Call me","Greenside Residence, Dubai Hills, Dubai Hills Estate, Dubai","2","3","2023-09-25T09:10:16+00:00","buy","0916652094","apartment","3306888"
+"10799513","Rented unit | Well Maintained | Community view","Afnan 4, Midtown, Dubai Production City (IMPZ), Dubai","2","0","2023-12-29T07:44:13+00:00","buy","7124753026","apartment","530000"
+"10502727","NOOK 2|LARGE UNIT|2BR@800K|3BR AT 2M!","The Nook 2, The Nook, Wasl Gate, Dubai","2","3","2023-11-02T05:21:44+00:00","buy","71240651613","apartment","2100000"
+"10798821","Private Pool | Call me | Post Handover PP !!","IVY Garden, Dubai Land, Dubai","2","3","2023-12-29T05:52:28+00:00","buy","0077979978","apartment","1699866"
+"10777439","Mangrove View⏳ Rented⏳3BHK + Maid","Mangrove Place, Shams Abu Dhabi, Al Reem Island, Abu Dhabi","2","3","2023-12-25T05:47:12+00:00","buy","","apartment","1700000"
+"9510294","Smart Home | Fully Equipped Kitchen | Book Today","Luma 22, Jumeirah Village Circle, Dubai","2","0","2023-03-11T05:54:41+00:00","buy","0664031750","apartment","1225105"
+"11246283","4 Years Post Handover Payment Plan | Smart Home","Aras Heights, Majan, Dubai","2","0","2024-03-15T12:09:43+00:00","buy","0205423985","apartment","660000"
+"11106068","apartment for sale in Sun Tower on Al Reem Island","Sun Tower, Shams Abu Dhabi, Al Reem Island, Abu Dhabi","2","3","2024-02-21T02:19:55+00:00","buy","","apartment","1850000"
+"11140273","Mesmerizing Sea View |Payment Plan Available","Al Marjan Island, Ras Al Khaimah","2","0","2024-02-27T07:15:09+00:00","buy","","apartment","1300010"
+"11230928","Lagoon Views 3br | Community view | 02 series","Lagoon Views, District One, Mohammed Bin Rashid City, Dubai","2","3","2024-03-13T05:35:40+00:00","buy","1507136401","apartment","6500000"
+"8741796","Amazing Views I Spacious 3 BR Unit I With Balcony","Beach Towers, Shams Abu Dhabi, Al Reem Island, Abu Dhabi","2","3","2022-06-02T05:40:57+00:00","buy","","apartment","2300000"
+"11083678","1% MONTHLY|7 YEARS PLAN|LUXURY FURNISHED","MAG 330, City of Arabia, Dubai","2","0","2024-02-16T10:09:10+00:00","buy","1067404951","apartment","788000"
+"11230698","Park View | 3 bedroom | Castleton","Castleton, Central Park at City Walk, City Walk, Dubai","2","3","2024-03-13T05:22:26+00:00","buy","0820056075","apartment","7500000"
+"10518142","Amazing Full Canal l Great Amenities |","Waters Edge, Yas Island, Abu Dhabi","2","3","2023-11-06T03:55:56+00:00","buy","","apartment","2200000"
+"10306867","Stunning Burj Khalifa View | Exclusive","The Address Dubai Mall, Downtown Dubai, Dubai","2","3","2023-09-23T03:34:44+00:00","buy","7142798230","apartment","10000000"
+"10970909","Pool View | Near Metro | High ROI | Fully Furnished","Serene Gardens, Discovery Gardens, Dubai","2","0","2024-01-29T12:15:39+00:00","buy","1126549681","apartment","640000"
+"10642968","⚡Hot Deal | High ROI | Close To Facilities","Al Khaleej Village, Al Ghadeer, Abu Dhabi","2","3","2023-11-28T02:36:16+00:00","buy","","apartment","1000000"
+"10974824","Duplex 3 BR with Full Sea View High Floor","Shams 1, Shams, Jumeirah Beach Residence, Dubai","2","3","2024-01-30T10:28:29+00:00","buy","7116170100","apartment","8500000"
+"11084386","Luxurious 3Br in Prime Location | Stunning Views","AZIZI Pearl, Al Furjan, Dubai","2","3","2024-02-16T16:31:05+00:00","buy","1368954078","apartment","1245000"
+"10164203","READY IN 09/2024 | HIGH ROI | CENTRAL LOCATION","Binghatti House, Jumeirah Village Circle, Dubai","2","0","2023-08-23T10:29:00+00:00","buy","0055913725","apartment","600000"
+"10391991","Vacant | Fully Upgraded Furnished | Burj view |","Standpoint Tower 1, Standpoint Towers, Downtown Dubai, Dubai","2","3","2023-10-11T08:05:02+00:00","buy","7195874960","apartment","4200000"
+"10587631","Genuine Resale|Payment Plan| Furnished| Near Metro","Golf Views Seven City, Jumeirah Lake Towers, Dubai","2","3","2023-11-17T03:04:32+00:00","buy","1295197365","apartment","2000000"
+"11041994","Modern Layout 3 BR | Great Investment","Green Diamond 1 B, Green Diamond 1, Arjan, Dubai","2","3","2024-02-09T13:26:52+00:00","buy","7199848558","apartment","1087000"
+"10340466","High-End 3 Bedroom|Very Spacious| Premium Location","Mamsha Al Saadiyat, Saadiyat Cultural District, Saadiyat Island, Abu Dhabi","2","3","2023-10-01T12:06:37+00:00","buy","","apartment","11000000"
+"11057458","Amazing Canal view l Great Amenities |","Waters Edge, Yas Island, Abu Dhabi","2","3","2024-02-13T05:03:04+00:00","buy","","apartment","1950000"
+"11101840","10%Down Payment 240K | 2% monthly Payment plan |High ROI","Azizi Venice, Dubai South (Dubai World Central), Dubai","2","3","2024-02-20T07:02:16+00:00","buy","1703559660","apartment","2400000"
+"10785522","High ROI I Fully furnished I 4 years post handover payment plan I Investor Deal","Equiti Gate, Jebel Ali, Dubai","2","0","2023-12-26T12:53:53+00:00","buy","1681738080","apartment","580000"
+"10544301","The cheapest 3-bedroom apartment in installments","Golf Tower, Emirates City, Ajman","2","3","2023-11-09T15:56:47+00:00","buy","","apartment","699000"
+"10780286","Hot Price |Premium Location |Brand New Boulevard","Radiant Square, City Of Lights, Al Reem Island, Abu Dhabi","2","3","2023-12-26T01:56:08+00:00","buy","","apartment","1199999"
+"11005912","★ FULLY EQUIPPED BOSCH KITCHEN ★","1WOOD Residence, Jumeirah Village Circle, Dubai","2","0","2024-02-04T10:54:48+00:00","buy","0379358861","apartment","565000"
+"11085519","1% MONTHLY-HOT AREA-HEART OF AJMAN","Garden Residences, Emirates City, Ajman","2","0","2024-02-17T03:41:03+00:00","buy","","apartment","233000"
+"10557511","3BK+ Maid⏳ Luxurious ⏳ Rent Refundable","Meera 1, Shams Abu Dhabi, Al Reem Island, Abu Dhabi","2","3","2023-11-13T03:22:19+00:00","buy","","apartment","1800000"
+"10988218","Easy Payment plan | Mangrove Residences | Luxury","Expo City Mangrove Residences, Expo City, Dubai","2","3","2024-02-01T04:47:32+00:00","buy","0564362835","apartment","3000000"
+"11017486","1% Monthly Payment Plan | High ROI | Luxury Living","Levanto By Oro24, Jumeirah Village Circle, Dubai","2","3","2024-02-06T05:34:00+00:00","buy","1051347466","apartment","1684000"
+"11242507","Spacious | Partial Marina View | Ready Unit","Sadaf 5, Sadaf, Jumeirah Beach Residence, Dubai","2","3","2024-03-15T07:22:59+00:00","buy","7115749500","apartment","2699999"
+"9565493","Stunning View/ Prime Location/Great Investment","The Bridges, Shams Abu Dhabi, Al Reem Island, Abu Dhabi","2","3","2023-03-26T06:59:28+00:00","buy","","apartment","2000000"
+"10977500","Canal View | Fully Furnished | Prime Location","Bayz by Danube, Business Bay, Dubai","2","3","2024-01-30T10:18:48+00:00","buy","65390271106","apartment","2500000"
+"11001047","VACANT | CENTRAL PARK VIEW | AREA SPECIALIST","Jenna Main Square 2, Jenna Main Square, Town Square, Dubai","2","3","2024-02-03T09:07:26+00:00","buy","7126232503","apartment","1600000"
+"10072489","Wise Investment | 0% Commission | 5% Down Payment","Reeman Living, Al Shamkha, Abu Dhabi","2","3","2023-08-03T04:18:42+00:00","buy","","apartment","1101000"
+"10287194","HOT DEAL | HIGH ROI | PERFECT PRICE","MAG 330, City of Arabia, Dubai","2","0","2023-09-19T09:17:52+00:00","buy","0042298579","apartment","798000"
+"11243310","Burj view | Paramount 3 br | Ready to move","Tower B, DAMAC Towers by Paramount, Business Bay, Dubai","2","3","2024-03-15T04:31:04+00:00","buy","1217067798","apartment","2900000"
+"10984916","1% Payment Plan Damac Altitude","Damac Towers, Business Bay, Dubai","2","0","2024-01-31T10:10:58+00:00","buy","1657299732","apartment","3920000"
+"10304190","Amazing Amenities | Good Community","Al Sabeel Building, Al Ghadeer, Abu Dhabi","2","0","2023-09-22T07:52:52+00:00","buy","","apartment","450000"
+"10342342","2 Bedroom in alreem island Zero% commission","Al Reem Island, Abu Dhabi","2","3","2023-10-02T03:24:44+00:00","buy","","apartment","1600000"
+"10704071","Move-In Ready | Canal View | Large Balcony","The View, Al Raha Beach, Abu Dhabi","2","3","2023-12-11T04:51:05+00:00","buy","","apartment","2270000"
+"10899679","Biggest Studio Layout | Sea & Mangrove views","Hydra Avenue Towers, City Of Lights, Al Reem Island, Abu Dhabi","2","0","2024-01-17T04:35:47+00:00","buy","","apartment","652800"
+"11006870","Fully  Furnished | Park View | High Floor","Armada Tower 3, Lake Elucio, Jumeirah Lake Towers, Dubai","2","3","2024-02-05T01:53:52+00:00","buy","7123209700","apartment","1700000"
+"10154267","Last Chance! | Cash offer | Highest ROI","Diva, Yas Island, Abu Dhabi","2","3","2023-08-22T03:26:22+00:00","buy","","apartment","1050000"
+"9894062","25% Discount | Buy low Sell High | Easy payments","Diva, Yas Island, Abu Dhabi","2","3","2023-06-19T09:49:28+00:00","buy","","apartment","1140000"
+"11025876","VOT | Ready to view |360 view of park","Mudon Views, Mudon, Dubai","2","3","2024-02-07T10:05:39+00:00","buy","7178391726","apartment","2200000"
+"11154682","Tranquil Living I Easy Payments I Hot Price","Alreeman II, Al Shamkha, Abu Dhabi","2","3","2024-02-29T01:58:36+00:00","buy","","apartment","1254000"
+"10930067","Full SEA & CASINO View | Luxury Hotel Apartment","Marjan Island Resort and Spa, Al Marjan Island, Ras Al Khaimah","2","3","2024-01-22T09:24:06+00:00","buy","","apartment","4000000"
+"10903590","Fully Furnished | Brand New | High Floor Unit","Jewelz by Danube, Arjan, Dubai","2","0","2024-01-17T09:49:28+00:00","buy","71165272484","apartment","600000"
+"11164514","3BR APARTMENT IN SELINA BAY | WITH BALCONY + LAUNDRY ROOM","Selina Bay, Yas Island, Abu Dhabi","2","3","2024-03-01T08:39:17+00:00","buy","","apartment","1254717"
+"11221319","Best Offer | Limited 3 Bed | Furnished Serviced","North 43 Residences, Jumeirah Village Circle, Dubai","2","3","2024-03-12T08:31:25+00:00","buy","0456027703","apartment","1914927"
+"10837884","LUXURY FLAT | GOLDEN VISA | GREAT VIEW | FLEXI PAYMENTS | PRIME LOCATION | HIGH ROI | GENUINE DIRECT","Sobha Verde, Jumeirah Lake Towers, Dubai","2","3","2024-01-06T17:09:49+00:00","buy","0817185656","apartment","2650000"
+"11134630","Magnificent| Luxurious l High ROI","310 Riverside Crescent, Sobha Hartland II, Mohammed Bin Rashid City, Dubai","2","3","2024-02-26T06:31:21+00:00","buy","0173353897","apartment","2191944"
+"11151144","Full Burj Khalifa  | High Floor | Confirm Seller","Boulevard Point, Downtown Dubai, Dubai","2","3","2024-02-28T07:11:49+00:00","buy","6512527887","apartment","6600000"
+"10615925","Invest in this Modern Unit For Your Family!","Ansam 1, Ansam, Yas Island, Abu Dhabi","2","0","2023-11-22T09:40:55+00:00","buy","","apartment","850000"