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final moora
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Hebry Yanisa Manihuruk committed
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{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Library"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "%matplotlib inline\n",
    "# import sys\n",
    "# reload(sys)\n",
    "# sys.setdefaultencoding('utf-8')\n",
    "import re\n",
    "import csv\n",
    "import nltk\n",
    "import math\n",
    "import string\n",
    "import random\n",
    "import haversine\n",
    "import pandas as pd\n",
    "import numpy as np\n",
    "from random import *\n",
    "from math import *\n",
    "from string import digits\n",
    "from collections import Counter\n",
    "import matplotlib as mpl\n",
    "from haversine import haversine, Unit\n",
    "import matplotlib.pyplot as plt\n",
    "from subprocess import check_output\n",
    "from sklearn import metrics"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Loading the Data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Banyak data = 606\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Tempat Wisata</th>\n",
       "      <th>Rating</th>\n",
       "      <th>Latitude</th>\n",
       "      <th>Longitude</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Ksu Antara Travel</td>\n",
       "      <td>4.6</td>\n",
       "      <td>2.9860</td>\n",
       "      <td>99.6204</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>A8 Village</td>\n",
       "      <td>4.0</td>\n",
       "      <td>2.0137</td>\n",
       "      <td>99.0037</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Air Terjun Sigarattung ( Sampuran Na Pitu)</td>\n",
       "      <td>4.5</td>\n",
       "      <td>2.4042</td>\n",
       "      <td>99.0474</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Air Terjun Taman Eden 100, Tobasa</td>\n",
       "      <td>4.4</td>\n",
       "      <td>2.6951</td>\n",
       "      <td>98.6897</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Abadas Jaya</td>\n",
       "      <td>4.3</td>\n",
       "      <td>3.7704</td>\n",
       "      <td>98.6321</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>Aek Kanopan</td>\n",
       "      <td>4.8</td>\n",
       "      <td>2.5633</td>\n",
       "      <td>99.5229</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>Aek Malapari</td>\n",
       "      <td>5.0</td>\n",
       "      <td>2.2680</td>\n",
       "      <td>99.7627</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>Aek Milas</td>\n",
       "      <td>3.9</td>\n",
       "      <td>1.5227</td>\n",
       "      <td>99.2204</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>Aek Milas Paringgonan Sibuhuan</td>\n",
       "      <td>4.0</td>\n",
       "      <td>2.0399</td>\n",
       "      <td>99.8223</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>Aek Sipaulak Hosa Loja</td>\n",
       "      <td>4.5</td>\n",
       "      <td>2.8446</td>\n",
       "      <td>98.5291</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                Tempat Wisata  Rating  Latitude   Longitude\n",
       "0                           Ksu Antara Travel     4.6    2.9860     99.6204\n",
       "1                                  A8 Village     4.0    2.0137     99.0037\n",
       "2  Air Terjun Sigarattung ( Sampuran Na Pitu)     4.5    2.4042     99.0474\n",
       "3           Air Terjun Taman Eden 100, Tobasa     4.4    2.6951     98.6897\n",
       "4                                 Abadas Jaya     4.3    3.7704     98.6321\n",
       "5                                 Aek Kanopan     4.8    2.5633     99.5229\n",
       "6                                Aek Malapari     5.0    2.2680     99.7627\n",
       "7                                   Aek Milas     3.9    1.5227     99.2204\n",
       "8              Aek Milas Paringgonan Sibuhuan     4.0    2.0399     99.8223\n",
       "9                      Aek Sipaulak Hosa Loja     4.5    2.8446     98.5291"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df = pd.read_csv('Sidang_TA_13.csv', engine='python')\n",
    "print ('Banyak data =', len(df))\n",
    "df.head(10)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Generate Tempat Wisata"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "scrolled": true
   },
   "outputs": [],
   "source": [
    "temp = []\n",
    "tempat = []\n",
    "inputan = []\n",
    "TempatWisata_1 = []\n",
    "rate = []\n",
    "\n",
    "# function generateTempatWisata to get \"Tempat Wisata\" from Data set\n",
    "def generateTempatWisata(tempdata):\n",
    "    TempatWisata = []\n",
    "    TempatWisata.clear()\n",
    "    for i in range(randrange(2, 10)):\n",
    "        x = choice(tempdata)\n",
    "        if x not in TempatWisata:\n",
    "            TempatWisata.append(x)\n",
    "    return TempatWisata\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Encoding"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "# function Encoding Itinerary to make value itinerary 0 or 1\n",
    "#def encodingItinerary(Itinerary, tempatwisata): \n",
    "#    arr2 = []\n",
    "#    arr2.clear()\n",
    "#    for x in range(len(tempatwisata)):\n",
    "#        cek = False\n",
    "#        for i in range(len(Itinerary)):\n",
    "#            if tempatwisata[x] is Itinerary[i]:\n",
    "#                arr2.append(1)\n",
    "#                cek = True\n",
    "#                break\n",
    "#        if(cek == False):\n",
    "#            arr2.append(0)\n",
    "#    return arr2\n",
    "\n",
    "def enco(Itinerary, data):\n",
    "    bn = []\n",
    "    bn *= 0\n",
    "    for i in data:\n",
    "        if i in Itinerary:\n",
    "            bn.append(1)\n",
    "        else:\n",
    "            bn.append(0)\n",
    "    return bn"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Fitness Function"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Class Prepare Itinerary\n",
    "class preItinerary:\n",
    "    \n",
    "    # function get Longitude and Latitude from Data\n",
    "    def getLongLat(param):\n",
    "        test = []\n",
    "        test.clear()\n",
    "        for i in range(len(param)):\n",
    "            if param[i] == 1:\n",
    "                test.append((df.iloc[i][2], df.iloc[i][3]))\n",
    "        return test    \n",
    "    \n",
    "    # function get Rating from Data\n",
    "    def getRating(param):\n",
    "        rate = []\n",
    "        rate.clear()\n",
    "        for i in range(len(param)):\n",
    "            if param[i] == 1:\n",
    "                rate.append((df.iloc[i][1]))\n",
    "        return rate\n",
    "\n",
    "# Class Fitness Function\n",
    "class fitnessFunction:\n",
    "    \n",
    "    # 1. function Estimasi Jarak using Haversine Formula to calculating distance\n",
    "    def haversineFormula(param):\n",
    "        r = 6373.0 # default \n",
    "        sum_ = 0\n",
    "        for x in range(len(param) - 1):\n",
    "            dlat = abs(float(param[x+1][0]) - float(param[x][0]))\n",
    "            dlon = abs(float(param[x+1][1]) - float(param[x][1]))\n",
    "            a = math.sin(dlat / 2)**2 + math.cos(param[x+1][0]) * math.cos(param[x][0]) * math.sin(dlon / 2)**2\n",
    "            c = 2 * math.atan2(math.sqrt(a), math.sqrt(1 - a))\n",
    "            dis = r * c\n",
    "            sum_ += dis\n",
    "\n",
    "        dist = round(sum_)\n",
    "        return dist\n",
    "    \n",
    "    # 2. function Estimasi Waktu to calculating total time of each itinerary\n",
    "    def estimasiWaktu(jarak):\n",
    "        v = 60 # default average velocity\n",
    "        waktu = jarak / v\n",
    "        time_hours = round(waktu)\n",
    "        time_days = round(time_hours/12)\n",
    "        return time_hours\n",
    "    \n",
    "    # 3. function Estimasi Biaya to calculating total cost of each itinerary\n",
    "    def estimasiBiaya(jarak):\n",
    "        BBM = 7650 # Biaya BBM 1 Liter = Rp.7650\n",
    "        S_BBM =3.45 # Jarak tempuh untuk 1 Liter BBM = 3.45 KM\n",
    "        Biaya_R = 950000 # Biaya sewa/rental bus = Rp.950000\n",
    "        Biaya_BBM = round((jarak / S_BBM) * BBM) \n",
    "        Total_Cost = Biaya_BBM + Biaya_R\n",
    "        return Total_Cost\n",
    "    \n",
    "    # 4. function Average Rating to calculating average rating of each itinerary\n",
    "    def averageRating(preproses_Rating):\n",
    "        av = 0\n",
    "        average = 0\n",
    "        for i in range(len(preproses_Rating)):\n",
    "            av += float(int(preproses_Rating[i]))\n",
    "        average = round(float(av)/(len(preproses_Rating)), 1)\n",
    "        return average"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "# function Inputan \n",
    "tempdata = df[\"Tempat Wisata\"]\n",
    "itinerary = generateTempatWisata(tempdata)\n",
    "def inputan(param):\n",
    "    inputt = []\n",
    "    inputt.clear()\n",
    "    p = preItinerary\n",
    "    encode = enco(param, tempdata)\n",
    "    preproses_Itinerary = p.getLongLat(encode)\n",
    "    preproses_Rating = p.getRating(encode)\n",
    "    f = fitnessFunction\n",
    "    jarak = f.haversineFormula(preproses_Itinerary)\n",
    "    waktu = f.estimasiWaktu(jarak)\n",
    "    biaya = f.estimasiBiaya(jarak)\n",
    "    rate = f.averageRating(preproses_Rating)\n",
    "    inputt.append((jarak, waktu, biaya, rate))\n",
    "    return inputt"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Implementasi Algoritma"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 1. Simulated Annealing"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Class Simulated Annealing\n",
    "class simeal:\n",
    "    \n",
    "    # function test to get parameter \n",
    "    def test (data):\n",
    "        tempatbaru = []\n",
    "        da = generateTempatWisata(data)\n",
    "        inn = inputan(da)\n",
    "        tempatbaru.append((inn, da))\n",
    "        return tempatbaru\n",
    "    \n",
    "    # function calculate to chose best solution from 2 parameter (x1) and (x2)\n",
    "    def calculate(x1, x2):\n",
    "        if (x1[0][0] < x2[0][0] and x1[0][3] < x2[0][3]) or (x1[0][0] < x2[0][0] and x1[0][3] == x2[0][3]):\n",
    "            return x1\n",
    "        else:\n",
    "            return x2\n",
    "        \n",
    "    # function solution to save all solution  \n",
    "    def solution(data):\n",
    "        temp_Case = []\n",
    "        T_akhir = 500 # default\n",
    "        T_awal = 0.0001 # default\n",
    "        CoolingRate = 0.9 # default\n",
    "        while T_awal < T_akhir: # condition statement\n",
    "            x1 = simeal.test(data)\n",
    "            x2 = simeal.test(data)\n",
    "            x11 = x1[0][0]\n",
    "            x22 = x2[0][0]\n",
    "            Newstate = simeal.calculate(x11, x22)\n",
    "            if Newstate is x11:\n",
    "                temp_Case.append(x1)\n",
    "            else:\n",
    "                temp_Case.append(x2)\n",
    "                \n",
    "            T_akhir = T_akhir * CoolingRate\n",
    "        \n",
    "        return temp_Case\n",
    "    \n",
    "# Class printt \n",
    "class printt:\n",
    "    # function result to print all solution\n",
    "    def result():\n",
    "        data = df[\"Tempat Wisata\"]\n",
    "        result_ = simeal.solution(data)\n",
    "        print(len(result_), \"\\n\")\n",
    "        for i in range(len(result_)):\n",
    "            print(\"Itinerary \", i+1, \" = \",result_[i], \"\\n\")\n",
    "\n",
    "class retemp:\n",
    "    def hslretemp():\n",
    "        data = df[\"Tempat Wisata\"]\n",
    "        bebas =  simeal.solution(data)\n",
    "        return bebas"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "147 \n",
      "\n",
      "Itinerary  1  =  [([(2667, 44, 6863783, 3.5)], ['Air Terjun Sigura-Gura', 'Taman Air Percut'])] \n",
      "\n",
      "Itinerary  2  =  [([(32100, 535, 72128261, 3.8)], ['Penatapan Pamah Simelir', 'Sansan Travel', 'Objek Wisata Luak Gadang, Guguak Rang Pisang', 'Twins Travel', 'Aek Milas', 'Museum Huta Bolon Simanindo'])] \n",
      "\n",
      "Itinerary  3  =  [([(39191, 653, 87851783, 4.1)], ['The Le Hu Garden', 'Pool Bus Intra', 'Monumen Equator', 'Air Terjun Cirocai Sungai Pandahan', 'Little India Medan', 'Air Terjun Sipitu Tikka', 'Pisang Pelangi'])] \n",
      "\n",
      "Itinerary  4  =  [([(22377, 373, 50568565, 3.0)], ['Air Terjun Simpang Kanan', 'Siregar Aek Nalas', 'Air Terjun Taman Eden 100, Tobasa'])] \n",
      "\n",
      "Itinerary  5  =  [([(27103, 452, 61047957, 4.0)], ['Air Terjun Situak Lotik Iii', 'Taman Benteng Lions Club', 'One Heart Hill', 'Aek Saroha', 'Bukit Lawang Guide'])] \n",
      "\n",
      "Itinerary  6  =  [([(24661, 411, 55633087, 3.4)], ['Wisata Rekreasi Danau Buatan', 'Pantai La Terzhia Zhimehuli', 'Pantai Buih', 'Wisata Alam Aek Sordang', 'Taman Sungai Padang'])] \n",
      "\n",
      "Itinerary  7  =  [([(13841, 231, 31640913, 3.2)], ['Kuta Sukareme', 'Ksu Antara Travel', 'Bukit Lawang Ecotourism & Ecoproject', 'Pt Wisata Habibah Berkah'])] \n",
      "\n",
      "Itinerary  8  =  [([(32915, 549, 73935435, 4.2)], ['Wisata Batu Rongring', 'Tugu Silahi Sabungan', 'Explore Bahorok Adventure Trip', 'Masjid Agung Sibolga', 'Air Terjun Taga Hambing'])] \n",
      "\n",
      "Itinerary  9  =  [([(15450, 258, 35208696, 3.5)], ['Halo Angso Duo Pratama Bro. Pt', 'Pemandian Sidamanik', 'Taman Lope Lope Bulu Cina', 'Kebun Binatang Simalingkar Medan'])] \n",
      "\n",
      "Itinerary  10  =  [([(1274, 21, 3774957, 4.0)], ['Vihara Tri Ratna', 'Mandailing Natal Regency'])] \n",
      "\n",
      "Itinerary  11  =  [([(58231, 971, 130070913, 3.9)], ['Batang Gadis National Park', 'Mester Bukit Lawang (Tour Guide)', 'Kuta Sukareme', 'The Le Hu Garden', 'Anugerah Soambaton Beach', 'Muara Beach Beautiful', 'Counters Kupj Simpang Sei Kopas', 'Sibio-Bio Adventure Park'])] \n",
      "\n",
      "Itinerary  12  =  [([(17422, 290, 39581391, 4.0)], ['Bukit Lawang Ecotourism & Ecoproject', 'Batang Bahal', 'Little India Medan'])] \n",
      "\n",
      "Itinerary  13  =  [([(27152, 453, 61156609, 3.7)], ['Taman Cadika Pramuka', 'Parhallow Viewpoint And Coffee Shop', 'Pondok Wisata Lagundi Samosir', 'Air Terjun Taga Hambing', 'Wisata Alam'])] \n",
      "\n",
      "Itinerary  14  =  [([(20973, 350, 47455348, 3.8)], ['Pemandian Alam Bendungan Ginbers', 'Penangkaran Buaya Asam Kumbang', 'Sopo Partungkoan', 'Pantai Barat'])] \n",
      "\n",
      "Itinerary  15  =  [([(18334, 306, 41603652, 4.3)], ['Taman Mini Travel Langkat', 'Lake Toba Viewpoint', 'Vihara Budha Taman Iman'])] \n",
      "\n",
      "Itinerary  16  =  [([(23806, 397, 53737217, 4.0)], ['Pt, Yy Traveling Tour And Travel', 'Pondok Wisata Lagundi Samosir', 'Bukit Lawang Ecotourism & Ecoproject', 'Taman Pesona Asri', 'Air Terjun Sarasah Kajai'])] \n",
      "\n",
      "Itinerary  17  =  [([(4692, 78, 11354000, 3.5)], ['Disparbud Dairi', 'Taman Kebun Bunga èŒ ã¦Â¦Â€¢Ã¥Å“€™'])] \n",
      "\n",
      "Itinerary  18  =  [([(23937, 399, 54027696, 3.2)], ['Pt. Jsa Tour & Travel', 'Bandar Pulau', \"Pt. Bagus Wisata Holiday's\", 'Dermaga Silalahi', 'Wisata Pulau Spantiang'])] \n",
      "\n",
      "Itinerary  19  =  [([(37836, 631, 84847217, 3.4)], ['Balai Datuk Setia Maharaja Negeri Serdang', 'Sumatra Tours Holiday & Jungle Trekking', 'Air Terjun Aek Godang', 'Bekancan River', 'Tor Simago-Mago'])] \n",
      "\n",
      "Itinerary  20  =  [([(33100, 552, 74345652, 3.9)], ['Taman Remaja Binjai', 'Wisata Hutan Mangrove Perpat', 'Bukit Kininduma Simantas', 'Penangkaran Rusa Universitas Sumatera Utara', 'Museum Negeri Sumatera Utara', 'Monumen Halilintar', 'Gedung Nasional Djauli Manik', 'Welterbeminimini', 'Waterpark Ria'])] \n",
      "\n",
      "Itinerary  21  =  [([(34744, 579, 77991043, 4.3)], ['Air Terjun Baburai', 'Pantai Katung Binasi', 'The Kaldera', 'Puncak Bukit Manalise Aek Buro', 'Tugu D.I Panjaitan', 'Masjid Agung Ahmad Bakrie Kisaran', 'Wisata Alam Siringo'])] \n",
      "\n",
      "Itinerary  22  =  [([(8943, 149, 20780130, 3.0)], ['Air Terjun Nai Sogop', 'Pusat Posko \"Teroh-Teroh.', 'Sitinjo'])] \n",
      "\n",
      "Itinerary  23  =  [([(56824, 947, 126951043, 4.0)], ['Lingga Cultural Village', 'Mobil Wisata Medan', 'Kuamang Ujung Gading', 'Pinang City', 'Sopo Partungkoan', 'Museum Deli Serdang', 'Tahura (Taman Hutan Raya)', 'Grand Darussalam. Ud'])] \n",
      "\n",
      "Itinerary  24  =  [([(42226, 704, 94581565, 4.2)], ['Kuamang Ujung Gading', 'Taman Benteng Lions Club', 'Pt, Yy Traveling Tour And Travel', 'Bersama Travel', 'Permata Asri Stabat'])] \n",
      "\n",
      "Itinerary  25  =  [([(5246, 87, 12582435, 3.5)], ['Huta Bolon', 'Vihara Pekong Lima'])] \n",
      "\n",
      "Itinerary  26  =  [([(49173, 820, 109985783, 3.7)], ['Bukit Lawang Trip', 'Sibio-Bio Advanture Park', 'Rimba Huta Sikapir', 'Gereja Katolik St. Dionysius, Sumbul', 'Wisata Dakwah Okura', 'Sri Supramaniyam Temple', 'Parhonasan (Kebun Nenas) Sidumpe Anturi'])] \n",
      "\n",
      "Itinerary  27  =  [([(31530, 526, 70864348, 3.6)], ['Zam Zam Prima Persada. Pt', 'Welterbeminimini', 'Istana Kerajaan Rokan', 'Mangrove Tour Lubuk Kertang', 'Air Terjun Pantai Salak'])] \n",
      "\n",
      "Itinerary  28  =  [([(31790, 530, 71440870, 4.0)], ['Lumban Binanga Beach Laguboti', 'Air Terjun Kemuning', 'Tugu Air Mancur Majestik'])] \n",
      "\n",
      "Itinerary  29  =  [([(24616, 410, 55533304, 3.6)], ['West Kisaran', 'Romance Padi Perbaungan', 'Pemandian Air Panas Goa Ergendang', 'Bus Wisata', 'Bukit Suligi'])] \n",
      "\n",
      "Itinerary  30  =  [([(15708, 262, 35780783, 4.0)], ['Pulau Poncan', 'Pemandian Sidamanik', 'Air Terjun Aek Godang'])] \n",
      "\n",
      "Itinerary  31  =  [([(35045, 584, 78658478, 3.8)], ['Aek Malapari', 'Tugu Sejarah Perjuangan Asahan', 'Sitinjo', 'Taman Pesona Asri', 'Museum Simalungun', 'Danau Laut Tinggal'])] \n",
      "\n",
      "Itinerary  32  =  [([(37032, 617, 83064435, 3.0)], ['Puncak Tonang', 'Pemandian Air Panas Tirto Kencono', 'Masjid Mustaqim, Sikopi-Kopi, Pulo Dogom, Kualuh Hulu, Labuhanbatu Utara, Sumatera Utara.', 'Kebun Madu Efi', \"Pt. Bagus Wisata Holiday's\", 'Perumahaan Azalea Asri'])] \n",
      "\n",
      "Itinerary  33  =  [([(13590, 226, 31084348, 4.0)], ['Revolution Heroes Monument', 'Tugu Becak Bsa Siantar', 'Berastagi'])] \n",
      "\n",
      "Itinerary  34  =  [([(25333, 422, 57123174, 3.8)], ['Danau Cipogas Rohul', 'Masjid Agung Ahmad Bakrie Kisaran', 'Thermal Baths U.S.K Hineni', 'Taman Rekreasi Kong Mah', 'Penangkaran Buaya Asam Kumbang'])] \n",
      "\n",
      "Itinerary  35  =  [([(28034, 467, 63112348, 3.3)], ['Wisata Alam Aek Markusasak', 'Pawan Hot Water', 'Tts (Toru Tor Simarsayang) Cafe', 'Jembatan Lau Luhung, Gunung Meriah.', 'Air Terjun Sibabo', 'Monumen Halilintar', 'Jln Dusun Lauseridi'])] \n",
      "\n",
      "Itinerary  36  =  [([(4533, 76, 11001435, 4.0)], ['Muara Beach Beautiful', 'Puncak Gundaling Brastagi'])] \n",
      "\n",
      "Itinerary  37  =  [([(793, 13, 2708391, 4.5)], ['Parhallow Viewpoint And Coffee Shop', 'Puncak Saragodung'])] \n",
      "\n",
      "Itinerary  38  =  [([(30179, 503, 67868652, 4.5)], ['Vihara Budha Taman Iman', 'Niagara Tanjung Raja', 'Tugu Simpang Empat', 'Bukit Lawang Planet Hijau', 'Pakkodian Toba', 'Baneara, Partungko Naginjang'])] \n",
      "\n",
      "Itinerary  39  =  [([(15398, 257, 35093391, 3.7)], ['Delta', 'Kantor Balai Taman Nasional Batang Gadis', 'Millenium Wisata Indah Pt'])] \n",
      "\n",
      "Itinerary  40  =  [([(28350, 472, 63813043, 4.0)], ['Twa Lau Debuk-Debuk', 'Taman Alamta Jaya', 'Mesjid Raya Al-Abror', 'Air Terjun Sempugen'])] \n",
      "\n",
      "Itinerary  41  =  [([(16245, 271, 36971522, 4.0)], ['Pulau Pigago', 'Tugu Marga Silalahi', 'Bukit Suligi'])] \n",
      "\n",
      "Itinerary  42  =  [([(24613, 410, 55526652, 3.9)], ['Namo Cengkeh', 'Lingga Cultural Village', 'Pemandian Sidamanik', 'Muara Beach Beautiful', 'Lae Simbellen', 'Lau Bengkelade', 'Tumori Traditional Village'])] \n",
      "\n",
      "Itinerary  43  =  [([(18814, 314, 42668000, 3.0)], ['Pemandian Air Panas Sibayak Mardinding Julu', 'Perhadtian Air Panas Taman Wisata Sibayak', 'Parhonasan (Kebun Nenas) Sidumpe Anturi', 'Merci Waterboom'])] \n",
      "\n",
      "Itinerary  44  =  [([(23652, 394, 53395739, 4.1)], ['Puncak Bukit Galau', 'Wisata Merci', 'Pantai Malaya', 'Bukit Gibeon (Yapim Taruna)', 'Medan City Tour', 'Berastagi'])] \n",
      "\n",
      "Itinerary  45  =  [([(18887, 315, 42829870, 3.8)], ['Museum Negeri Sumatera Utara', 'Pemandu Bukit Lawang', 'Lumban Binanga Beach Laguboti', 'Bukit Lawang Explore', 'Pt Pelangi Wisata'])] \n",
      "\n",
      "Itinerary  46  =  [([(26506, 442, 59724174, 3.2)], ['Sitinjo', 'Pantai Teluk Kerang', 'Tapian Siri-Siri Syariah', 'Twa Lau Debuk-Debuk', 'Air Terjun Lembah Sipogas', 'Bahal Temple I'])] \n",
      "\n",
      "Itinerary  47  =  [([(4454, 74, 10826261, 4.0)], ['Samto Aek Rangat', 'Merci Waterboom'])] \n",
      "\n",
      "Itinerary  48  =  [([(11707, 195, 26909000, 3.8)], ['Winter Holidays', 'Air Terjun Bah Salak', 'Perumahaan Azalea Asri', 'Batu Kursi Raja Siallagan ( Stone Chair Of King Siallagan )', 'Sri Supramaniyam Temple'])] \n",
      "\n",
      "Itinerary  49  =  [([(52321, 872, 116966130, 3.8)], ['Pool Bus Intra', 'Air Terjun Sempugen', 'Wisata Agro Kopi Karo', 'Lyza Outbount', 'Pisang Pelangi', 'Peceren Karo Village', 'Balai Datuk Setia Maharaja Negeri Serdang', 'Dolok Bunga Sirandorung', 'Toba Lake Sibolahotang Beautiful Beach'])] \n",
      "\n",
      "Itinerary  50  =  [([(18801, 313, 42639174, 3.7)], ['Perwakilan Mandiri', 'Lau Bengkelade', 'Lapangan Pasir'])] \n",
      "\n",
      "Itinerary  51  =  [([(32195, 537, 72338913, 3.5)], ['Batang Bahal', 'Kolam Renang Air Panas Mardinding Tiga Rasa', 'Jembatan Sidikalang Wisata', 'Wisata Alam Aek Markusasak', 'Bukit Travel Gibeon', 'Tangkahan'])] \n",
      "\n",
      "Itinerary  52  =  [([(54275, 905, 121298913, 4.0)], ['Air Terjun Kemuning', 'Bair Falls', 'Wisata Merci', 'Pantai Pongkar'])] \n",
      "\n",
      "Itinerary  53  =  [([(3383, 56, 8451435, 3.5)], ['Wisata Indonesia Itu Indah', 'Kota Padang Sidempuan'])] \n",
      "\n",
      "Itinerary  54  =  [([(33940, 566, 76208261, 3.2)], ['Wisata Merci', 'Puncak Hoza', 'Lau Perkoh'])] \n",
      "\n",
      "Itinerary  55  =  [([(3024, 50, 7655391, 3.5)], ['Air Terjun Taman Eden 100, Tobasa', 'Taman Sungai Padang'])] \n",
      "\n",
      "Itinerary  56  =  [([(79968, 1333, 178270348, 3.9)], ['Museum Perkebunan Indonesia', 'Danau Sipogas', 'Royal Palace Nafis Jackson', 'Penatapan Pamah Simelir', 'Cafe Goa Kaca', 'Air Terjun Sigura-Gura', 'Pantai Barat', 'Sumatra Tours Holiday & Jungle Trekking'])] \n",
      "\n",
      "Itinerary  57  =  [([(26739, 446, 60240826, 4.8)], ['Toba Lake Sibolahotang Beautiful Beach', 'Ambar Onan Runggu', 'Danau Laut Tinggal', 'Puncak Paranginan,Aek Nabirong'])] \n",
      "\n",
      "Itinerary  58  =  [([(71729, 1195, 160001261, 3.5)], ['Loket Satu Nusa', 'Air Terjun Efrata', 'Zam Zam Prima Persada. Pt', 'The Heritage', 'Ranika Surf', 'Revolution Heroes Monument', 'Monumen Halilintar', 'Cis Tour & Travel'])] \n",
      "\n",
      "Itinerary  59  =  [([(49832, 831, 111447043, 4.0)], ['Parks West Coast', 'Namo Cengkeh', 'Tahura (Taman Hutan Raya)', 'Batu Marhosa', 'Tor Simago-Mago', 'Fortress Seven Layer'])] \n",
      "\n",
      "Itinerary  60  =  [([(49844, 831, 111473652, 4.1)], ['Indah Sipinggan Beach', 'Asahan Regency', 'Air Terjun Aek Nabontar', 'Tugu Pramuka', 'Pasar Buah Berastagi', 'Awaliyah Tour And Travel', 'Grand Darussalam. Ud', 'Objek Wisata Pantai Ujung Sibolga'])] \n",
      "\n",
      "Itinerary  61  =  [([(22573, 376, 51003174, 3.7)], ['Bahal Temple I', 'Pantai Sorake Nias Selatan', 'Hotel Pesona Wisata'])] \n",
      "\n",
      "Itinerary  62  =  [([(5418, 90, 12963826, 4.0)], ['Auliya Tour & Travel', 'Perhadtian Air Panas Taman Wisata Sibayak'])] \n",
      "\n",
      "Itinerary  63  =  [([(53746, 896, 120125913, 3.9)], ['Tahura (Taman Hutan Raya)', 'Ranika Surf', 'Cross Of Love', 'Malay Street Medan', 'Menara Tirtanadi', 'Aek Saroha', 'Bukit Lawang Orangutan Trekking'])] \n",
      "\n",
      "Itinerary  64  =  [([(29513, 492, 66391870, 3.8)], ['Danau Linting', 'Museum Kota Tebing Tinggi', 'The Le Hu Garden', 'Handreva Tour', 'Masjid Agung Islamic Centre Pasir Pengaraian Rohul', 'Bendungan Lau Si Meimei'])] \n",
      "\n",
      "Itinerary  65  =  [([(30184, 503, 67879739, 3.8)], ['Air Terjun Nyarai', 'Danau Sipogas', 'Puncak Hoza', 'Umbul Ejuk'])] \n",
      "\n",
      "Itinerary  66  =  [([(11173, 186, 25724913, 4.0)], ['Struggle Monument Berastagi', 'Batang Bahal'])] \n",
      "\n",
      "Itinerary  67  =  [([(6641, 111, 15675696, 3.5)], ['Lae Simbellen', 'Tour Accomodation'])] \n",
      "\n",
      "Itinerary  68  =  [([(4139, 69, 10127783, 3.7)], ['Chinatown Medan', 'Taman Bunga', 'Air Terjun Bertala'])] \n",
      "\n",
      "Itinerary  69  =  [([(36659, 611, 82237348, 4.0)], ['Mester Bukit Lawang (Tour Guide)', 'Air Terjun Saringgana', 'Museum Kota Tebing Tinggi', 'Kota Padang Sidempuan', 'Landak River'])] \n",
      "\n",
      "Itinerary  70  =  [([(54670, 911, 122174783, 3.2)], ['Uruk Ndaholi', 'Pantai Bul Bul', 'Danau Marambe', 'Air Terjun Bah Salak', 'Magic Eye 3d Art Museum', \"Pt. Bagus Wisata Holiday's\"])] \n",
      "\n",
      "Itinerary  71  =  [([(16786, 280, 38171130, 4.0)], ['Saba Napa', 'Air Terjun Taman Eden 100, Tobasa', 'Pasir Putih Porsea', 'Pemandian Air Panas Huta Raja', 'Objek Wisata Luak Gadang, Guguak Rang Pisang', 'Wisata Alam Siringo'])] \n",
      "\n",
      "Itinerary  72  =  [([(44831, 747, 100357870, 3.8)], ['Tour Accomodation', 'Sabah Simelir', 'Sumatra Orangutan Tours & Holidays', 'Vihara Tri Ratna', 'Sibolga Dutch Tunnel', 'Puncak Gundaling Brastagi', 'Taman Edukasi Binjai', 'Taman Bunga', 'Wisata Pulau Spantiang'])] \n",
      "\n",
      "Itinerary  73  =  [([(7485, 125, 17547174, 4.0)], ['Tapian Puti', 'Lubuk Larangan Desa Padang Bulan'])] \n",
      "\n",
      "Itinerary  74  =  [([(39778, 663, 89153391, 3.5)], ['Bukit Burung', 'Tapian Siri-Siri Syariah', 'Bintang Johor Swimming Pool', 'Pantai Teluk Kerang', 'Lau Perkoh', 'Uruk Ndaholi'])] \n",
      "\n",
      "Itinerary  75  =  [([(10434, 174, 24086261, 3.7)], ['Simonis', 'Bayu Lagoon Resto & Taman Rekreasi', 'Lubuk Larangan Desa Padang Bulan'])] \n",
      "\n",
      "Itinerary  76  =  [([(32038, 534, 71990783, 4.0)], ['Malay Street Medan', 'Huta Bolon', 'Tangkahan', 'Counters Kupj Simpang Sei Kopas', 'Pertunjukan Tari Sigale Gale', 'Sopo Partungkoan', 'Danau Linting'])] \n",
      "\n",
      "Itinerary  77  =  [([(59204, 987, 132228435, 3.8)], ['Revolution Heroes Monument', 'Tugu Air Mancur Majestik', 'Parhallow Viewpoint And Coffee Shop', 'Sp.Lau Petundal', 'Tugu D.I Panjaitan', 'Hendreva Tour', 'Taman Mini Travel Langkat', 'Jln Dusun Lauseridi'])] \n",
      "\n",
      "Itinerary  78  =  [([(27382, 456, 61666609, 3.5)], ['Monumen Loko Uap Du Croo & Braun', 'Wisata Bah Kulistik', 'Danau Pagaran Padang', 'Hendreva Tour', 'Lubuk Batang Waterfall', 'Masjid Lama Gang Bengkok'])] \n",
      "\n",
      "Itinerary  79  =  [([(25516, 425, 57528957, 4.0)], ['The Heritage', 'Pisang Pelangi', 'Jembatan Lae Pandaroh', 'Twa Lau Debuk-Debuk', 'Millenium Wisata Indah Pt', 'Air Terjun Situak Lotik Iii', 'Pemandian Sidamanik'])] \n",
      "\n",
      "Itinerary  80  =  [([(3274, 55, 8209739, 4.0)], ['Pantai Pasir Putih Parparean', 'Parhallow Viewpoint And Coffee Shop'])] \n",
      "\n",
      "Itinerary  81  =  [([(15045, 251, 34310652, 3.5)], ['Pemandian Air Panas Sibayak Mardinding Julu', 'Pemandian Air Panas - Batu Bara ( 50 )', 'Batu Kursi Raja Siallagan ( Stone Chair Of King Siallagan )', 'Air Terjun Tarunggang'])] \n",
      "\n",
      "Itinerary  82  =  [([(41081, 685, 92042652, 3.2)], ['Pemandian Air Panas Rianiate', 'Sitinjo', 'Ambar Onan Runggu', 'Stabat', 'Simpang Pantai Monyet', 'Jembatan Lae Pandaroh', 'Kolam Renang Pesona Wisata', 'Pemandian Alam Bendungan Ginbers'])] \n",
      "\n",
      "Itinerary  83  =  [([(22116, 369, 49989826, 3.7)], ['Wisata Sawah Koto', 'Siba Island Resort', 'Poldung'])] \n",
      "\n",
      "Itinerary  84  =  [([(35099, 585, 78778217, 3.6)], ['Laterzhya Zimhuli', 'Taman Mutiara Selat Malaka', 'Tugu Kol', 'Air Terjun Sarasah Kajai', 'Wisata Pemandian Water Hill', 'Perhadtian Air Panas Taman Wisata Sibayak', 'Masjid Mustaqim, Sikopi-Kopi, Pulo Dogom, Kualuh Hulu, Labuhanbatu Utara, Sumatera Utara.'])] \n",
      "\n",
      "Itinerary  85  =  [([(17224, 287, 39142348, 4.0)], ['Pasar Buah Berastagi', 'Museum Deli Serdang', 'Kualuh Hulu', 'Pool Bus Intra', 'Penangkaran Rusa Universitas Sumatera Utara', 'Air Terjun Pelangi Indah', 'Agrowisata Hidro Aa', 'Tugu Kol', 'Taman Selfie'])] \n",
      "\n",
      "Itinerary  86  =  [([(16268, 271, 37022522, 3.7)], ['Bukit Lawang Wisata Alam', 'Kolam Pancing Asri', 'Pantai La Terzhia Zhimehuli'])] \n",
      "\n",
      "Itinerary  87  =  [([(24917, 415, 56200739, 3.9)], ['Gapura Wisata Alam Lae Mbilulu', \"Penginapan King's Ambarita\", 'Taman Air Percut', 'Penangkaran Rusa Universitas Sumatera Utara', 'Pertunjukan Tari Sigale Gale', 'Taman Kebun Bunga èŒ  榀¢ 圀™', 'Sp.Lau Petundal'])] \n",
      "\n",
      "Itinerary  88  =  [([(41400, 690, 92750000, 4.5)], ['Parks West Coast', 'Cross Of Love', 'Panatapan Parhalow', 'Terminal Berastagi', 'Warung Info Wisata', 'Masjid Al Istiqomah'])] \n",
      "\n",
      "Itinerary  89  =  [([(35545, 592, 79767174, 4.0)], ['Viewpoint Of Tuktuk Peninsula', 'Pantai Barat', 'Tugu Air Bangis', 'Bukit Burung', 'Air Terjun Lembah Sipogas'])] \n",
      "\n",
      "Itinerary  90  =  [([(42654, 711, 95530609, 3.3)], ['Air Terjun Simpang Kanan', 'Go Adventure Tour & Travel Indonesia', 'Air Soda Kabupaten Karo', 'Pemandian Alam Agape', 'Aek Sipaulak Hosa Loja', 'Oyo 1752 Hotel Wisata', 'The Heritage'])] \n",
      "\n",
      "Itinerary  91  =  [([(51803, 863, 115817522, 3.9)], ['Air Terjun Pongkar', 'Sabah Simelir', 'Aek Sipaulak Hosa Loja', 'Saba Napa', 'Saf Travel Indo', 'Taman Benteng Lions Club', 'Ekowisata Mangrove', 'Danau Marambe'])] \n",
      "\n",
      "Itinerary  92  =  [([(22155, 369, 50076304, 4.2)], ['Twa Lau Debuk-Debuk', 'Terminal Berastagi', 'Air Terjun Linggahara-Rantau Prapat', 'Huta Bolon', 'Bukit Tara Bunga', 'Sri Supramaniyam Temple'])] \n",
      "\n",
      "Itinerary  93  =  [([(45656, 761, 102187217, 3.6)], ['Museum Pusaka Karo - Berastagi', 'Langkat Regency', 'Namo Cengkeh', 'Pantai Bul Bul', 'Kolam Pancing Asri', 'Elsasya Utama', 'Alun Alun Kota Kisaran', 'Pemandian Air Panas Goa Ergendang'])] \n",
      "\n",
      "Itinerary  94  =  [([(5866, 98, 13957217, 4.5)], ['Berastagi Local Guide', 'Patung Dewi Kwan Im'])] \n",
      "\n",
      "Itinerary  95  =  [([(26578, 443, 59883826, 4.0)], ['Sbv', 'Warung Info Wisata', 'Simonis', 'Gedung Bks Pps', 'Wisata Pancing Sungai Bedera', 'Sidebuk Debuk Thermal Baths Berastagi'])] \n",
      "\n",
      "Itinerary  96  =  [([(42505, 708, 95200217, 4.1)], ['Perkebunan Londut', 'Bakarang Simalem', 'Agrowisata Hidro Aa', 'Bukit Kininduma Simantas', 'Saba Napa', 'Pemandian Sidamanik', 'Sini Suka Natural Bath Sibiru-Biru', 'Perumahaan Azalea Asri'])] \n",
      "\n",
      "Itinerary  97  =  [([(19644, 327, 44508435, 3.3)], [\"Pt. Bagus Wisata Holiday's\", 'Taman Mutiara Selat Malaka', 'Halo Angso Duo Pratama Bro. Pt'])] \n",
      "\n",
      "Itinerary  98  =  [([(31424, 524, 70629304, 3.5)], ['State Museum Of North Sumatra', 'Tts (Toru Tor Simarsayang) Cafe', 'Bekancan River', 'Mandailing Natal Regency'])] \n",
      "\n",
      "Itinerary  99  =  [([(14642, 244, 33417043, 3.8)], ['Sampuren Tutuen Sige', 'Masjid Raya Nur Addin', 'Wisata Pancing Sungai Bedera', 'Masjid Agung Kota Binjai'])] \n",
      "\n",
      "Itinerary  100  =  [([(57979, 966, 129512130, 3.6)], ['Pantai Indah Sipinggan', 'Wisata Alam', 'Malay Street Medan', \"Penginapan King's Ambarita\", 'Lumban Binanga Beach Laguboti', 'Tanjung Pura', 'Bahal Temple I', 'Pt Pelangi Wisata'])] \n",
      "\n",
      "Itinerary  101  =  [([(39863, 664, 89341870, 4.0)], ['Tugu Air Bangis', 'Taman Mejuah-Juah', 'Air Soda Kabupaten Karo', 'Explore Bahorok Adventure Trip', 'Dolok Bunga Sirandorung'])] \n",
      "\n",
      "Itinerary  102  =  [([(6862, 114, 16165739, 3.5)], ['Lau Teba Langkat', 'Wisata Dakwah Okura'])] \n",
      "\n",
      "Itinerary  103  =  [([(10303, 172, 23795783, 3.7)], ['Kebun Madu Efi', 'Kisaran Kota', 'Water Park Tambunan'])] \n",
      "\n",
      "Itinerary  104  =  [([(3157, 53, 7950304, 2.5)], ['Museum Deli Serdang', 'Parhonasan (Kebun Nenas) Sidumpe Anturi'])] \n",
      "\n",
      "Itinerary  105  =  [([(32174, 536, 72292348, 3.8)], ['Pinang City', 'Lorong Indah', 'Pakpak Culture Association (Cgc)', 'Pt. Dairi Transport', 'Danau Pagaran Padang', 'Pusat Posko \"Teroh-Teroh.'])] \n",
      "\n",
      "Itinerary  106  =  [([(25022, 417, 56433565, 3.3)], ['Fortress Seven Layer', 'Wisata Pemandian Water Hill', 'Cis Tour & Travel'])] \n",
      "\n",
      "Itinerary  107  =  [([(48653, 811, 108832739, 4.0)], ['Counters Kupj Simpang Sei Kopas', 'Alam Wisata Danau Laut Tador', 'Parhallow Viewpoint And Coffee Shop', 'Dunia Outbound Camp', 'Masjid Lama Kabanjahe', 'Wisata Batu Rongring', 'Tugu Jeruk Berastagi', 'Hotel Pesona Wisata'])] \n",
      "\n",
      "Itinerary  108  =  [([(14704, 245, 33554522, 4.0)], ['Perwakilan Mandiri', 'Air Terjun Baburai', 'Tugu Air Bangis'])] \n",
      "\n",
      "Itinerary  109  =  [([(19059, 318, 43211261, 3.4)], ['Bukit Kubu', 'Kualuh Hulu', 'Sembilantujuh Tour&Travel', 'Air Terjun Taga Hambing', \"Pt. Bagus Wisata Holiday's\"])] \n",
      "\n",
      "Itinerary  110  =  [([(20553, 343, 46524043, 4.0)], ['Pantai Arta Indah', 'Masjid Lama Kabanjahe', 'Pas Pam Wisata', 'Great Mosque'])] \n",
      "\n",
      "Itinerary  111  =  [([(21985, 366, 49699348, 4.0)], ['Pelangi Nusantara', 'Silalahi I', 'Struggle Monument Berastagi', 'Bukit Lawang Travel', 'Auliya Tour & Travel', 'Tour Accomodation'])] \n",
      "\n",
      "Itinerary  112  =  [([(27410, 457, 61728696, 4.1)], ['Tugu Air Mancur Majestik', 'Huta Bolon', 'Bukit Lawang Travel', 'Ende Holidays', 'Pusat Posko \"Teroh-Teroh.', 'Aek Milas Paringgonan Sibuhuan', 'Kebun Madu Efi'])] \n",
      "\n",
      "Itinerary  113  =  [([(1464, 24, 4196261, 4.0)], ['Lake Toba Viewpoint', 'Gang Bengkok Old Mosque'])] \n",
      "\n",
      "Itinerary  114  =  [([(34007, 567, 76356826, 3.8)], ['Alun Alun Lubuk Sikpaing', 'Batang Gadis National Park', 'Travel Panyabungan Padang', 'Klenteng Gunung Timur'])] \n",
      "\n",
      "Itinerary  115  =  [([(7802, 130, 18250087, 3.7)], ['Rudang Mayang', 'Binjai', 'Batu Gantung'])] \n",
      "\n",
      "Itinerary  116  =  [([(56361, 939, 125924391, 3.8)], ['Kantor Po Pinem Bus', 'Vania Travel', 'Wisata Alam Pondok Biru', 'Pt. Raya Utama Travel', 'Sibio-Bio Advanture Park', 'Oyo 1752 Hotel Wisata', 'Elsasya Utama', 'Makam Ompung Parmata Sapihak', 'Amarjun Wisata'])] \n",
      "\n",
      "Itinerary  117  =  [([(31979, 533, 71859957, 4.2)], ['Karo Regency', 'Air Terjun Bah Salak', 'Danau Laut Tinggal', 'Magic Eye 3d Art Museum', 'Bus Wisata Medan'])] \n",
      "\n",
      "Itinerary  118  =  [([(41166, 686, 92231130, 4.0)], ['Wisata Merci', 'Wisata Sipinsur', 'Pakkodian Toba', 'Pusat Posko \"Teroh-Teroh.', 'Air Terjun Sempugen', 'Counters Kupj Simpang Sei Kopas'])] \n",
      "\n",
      "Itinerary  119  =  [([(35504, 592, 79676261, 3.5)], ['Lumban Binanga Beach Laguboti', 'Rumah Makan Irian', 'Kantor Balai Taman Nasional Batang Gadis', 'Puncak Jb', 'Pakkodian Toba', 'Sembilantujuh Tour&Travel', 'Parhonasan (Kebun Nenas) Sidumpe Anturi', 'Warnawarni Stabat'])] \n",
      "\n",
      "Itinerary  120  =  [([(4923, 82, 11866217, 3.2)], ['Sibio-Bio Advanture Park', 'Taman Kota Salak (Tugu Salak)', 'Wisata Alam \"Panatapan Parupuk Julu\"', 'Batu Marhosa'])] \n",
      "\n",
      "Itinerary  121  =  [([(52962, 883, 118387478, 4.0)], ['Menara Pandang Simanindo', 'Puncak Jb', 'Lumban Binanga Beach Laguboti', 'Istana Kerajaan Rokan', 'Aek Malapari', 'Pulau Pigago', 'Umbul Ejuk', 'Nice Trans Kisaran', 'Putri Cahaya Travel'])] \n",
      "\n",
      "Itinerary  122  =  [([(3152, 53, 7939217, 4.0)], ['Monumen Halilintar', 'Air Terjun Binanga Bolon'])] \n",
      "\n",
      "Itinerary  123  =  [([(39432, 657, 88386174, 4.0)], ['Nice Trans Kisaran', 'Ekowisata Mangrove', 'Warisan Dunia Minimini', 'Air Terjun Baburai', 'Pemandian Air Panas Huta Raja', 'North Namu Ukur'])] \n",
      "\n",
      "Itinerary  124  =  [([(30472, 508, 68518348, 3.8)], ['Leo Tour & Travel (Leo Wisata Medan)', 'Balai Datuk Setia Maharaja Negeri Serdang', 'Mester Bukit Lawang (Tour Guide)', 'Wisata Alam Datuk', 'Vihara Budha Taman Iman', 'Bukit Lawang Guide'])] \n",
      "\n",
      "Itinerary  125  =  [([(44688, 745, 100040783, 3.6)], ['Dermaga Silalahi', 'Pantai Sikilang', 'Taman Lope Lope Bulu Cina', 'Pasir Putih Janggawari', 'Elsasya Utama', 'Leo Tour & Travel (Leo Wisata Medan)', 'Water Park Tambunan'])] \n",
      "\n",
      "Itinerary  126  =  [([(17476, 291, 39701130, 4.0)], ['Museum Deli Serdang', 'Pantai Bul Bul', 'Musala Waterfall', 'De Hole Laguna', 'Putri Cahaya Travel', 'Replika Pagoda Shwedagon'])] \n",
      "\n",
      "Itinerary  127  =  [([(6275, 105, 14864130, 4.0)], ['Puncak Saragodung', 'Taman Rekreasi Kong Mah'])] \n",
      "\n",
      "Itinerary  128  =  [([(36367, 606, 81589870, 3.6)], ['Taman Wisata Alam, Pusat Latihan Gajah', 'Pasar Tomok', 'Pantai Pulau Karang', 'Puncak Jb', 'Tapian Puti', 'Masjid Raya Stabat', 'Pusat Kuliner Kota Sibolga', 'Balai Datuk Setia Maharaja Negeri Serdang'])] \n",
      "\n",
      "Itinerary  129  =  [([(9346, 156, 21673739, 3.5)], ['Bukit Lawang', 'Museum Lubuk Pakam', 'Wisata Rekreasi Danau Buatan', 'Elsasya Utama'])] \n",
      "\n",
      "Itinerary  130  =  [([(52958, 883, 118378609, 3.9)], ['Lumban Binanga Beach Laguboti', 'Hendreva Tour', 'Bukit Lawang Guide', 'Waterpark Bima Utomo International', 'Batu Kursi Raja Siallagan ( Stone Chair Of King Siallagan )', 'The Attraction Of Ikan Gadang', 'Pemandian Pulau Batu (Pulbat)', 'Putri Cahaya Travel'])] \n",
      "\n",
      "Itinerary  131  =  [([(41284, 688, 92492783, 3.7)], ['Namo Cengkeh', 'Pantai Maligi', 'Puncak Tonang', 'Museum Kota Tebing Tinggi', 'Tugu Marga Silalahi', 'Bukit Gibeon (Yapim Taruna)', 'Panatapan Sileme-Leme'])] \n",
      "\n",
      "Itinerary  132  =  [([(48970, 816, 109535652, 3.4)], ['Jembatan Sidikalang Wisata', 'Bukit Lawang Day Trek', 'Museum Perkebunan Indonesia', 'Dolok Bunga Sirandorung', 'R.M Wisata Indah', 'Wisata Sipinsur', 'Oyo 1752 Hotel Wisata'])] \n",
      "\n",
      "Itinerary  133  =  [([(18767, 313, 42563783, 4.0)], ['Replika Pagoda Shwedagon', 'Danau Cipogas Rohul', 'Bintang Johor Swimming Pool'])] \n",
      "\n",
      "Itinerary  134  =  [([(19145, 319, 43401957, 3.6)], ['Taman Balita Kota Binjai', 'Bandar Pulau', 'Bagan Percut', 'Nature Baths Gantang Rani', 'Bekancan River', 'Bukit Lawang Guide', 'Aek Saroha'])] \n",
      "\n",
      "Itinerary  135  =  [([(6153, 103, 14593609, 4.0)], ['Pt. Hikmah', 'Kantor Balai Taman Nasional Batang Gadis'])] \n",
      "\n",
      "Itinerary  136  =  [([(38140, 636, 85521304, 4.0)], ['Pantai Barat', 'Poldung', 'Danau Marambe', 'Danau Sipogas', 'Puncak Santai', 'Hadabuan Naisogop Waterfalls', 'Masjid Agung Sibolga'])] \n",
      "\n",
      "Itinerary  137  =  [([(7846, 131, 18347652, 3.5)], ['Pt Farnaz Utama', 'Nice Trans Kisaran'])] \n",
      "\n",
      "Itinerary  138  =  [([(43854, 731, 98191478, 4.2)], ['Menara Pandang Simanindo', 'Klenteng Gunung Timur', 'Pantai Batu Rusa', 'Tugu Kol', 'Wisata Alam Siringo', 'Tugu Simpang Empat', 'Gedung Mabmi', 'Objek Wisata Luak Gadang, Guguak Rang Pisang', 'Warisan Dunia Minimini'])] \n",
      "\n",
      "Itinerary  139  =  [([(72295, 1205, 161256304, 3.2)], ['Sibio-Bio Adventure Park', 'Sumatra Orangutan Tours & Holidays', 'Kolam Renang Pesona Wisata', 'Rm Batunadua Indah', 'Air Terjun Simpang Kanan', 'Air Terjun Gorbus', 'Puncak Kabur Bukit Villa', 'Pemandian Alam Bendungan Ginbers'])] \n",
      "\n",
      "Itinerary  140  =  [([(38711, 645, 86787435, 3.7)], ['Air Terjun Gorbus', 'Taman Wisata Alam, Pusat Latihan Gajah', 'Taman Rekreasi Kong Mah', 'Biro Jasa', 'Amarjun Wisata', 'Pemandian Alam Bolang', 'Asahan Regency'])] \n",
      "\n",
      "Itinerary  141  =  [([(41117, 685, 92122478, 4.0)], ['Pulau Samosir', 'Menara Pandang Simanindo', 'Gang Bengkok Old Mosque', 'Wisata Bah Kulistik', 'Air Terjun Sempugen', 'Peceren Karo Village', 'Pantai Sikabau', 'Taman Kebun Bunga èŒ  榀¢ 圀™', 'Chinatown Medan'])] \n",
      "\n",
      "Itinerary  142  =  [([(6135, 102, 14553696, 3.5)], ['Tts (Toru Tor Simarsayang) Cafe', 'Bukit Teletubies'])] \n",
      "\n",
      "Itinerary  143  =  [([(11009, 183, 25361261, 3.7)], ['Pawan Hot Water', 'Silalahi I', 'Museum Deli Serdang'])] \n",
      "\n",
      "Itinerary  144  =  [([(58366, 973, 130370261, 3.7)], ['Objek Wisata Maggrove Sisarahili Ts', 'Masjid Agung Sumatera Utara', 'Pasar Kaget Kota Binjai', 'Simpang Bantoon', 'Kembar Agro', 'Pantai Buih', 'Bendungan Lau Si Meimei'])] \n",
      "\n",
      "Itinerary  145  =  [([(11594, 193, 26658435, 3.5)], ['Pasar Kaget Kota Binjai', 'Wisata Pemandian Water Hill', 'Cis Tour & Travel', 'Air Terjun Saringgana'])] \n",
      "\n",
      "Itinerary  146  =  [([(3493, 58, 8695348, 4.0)], ['Air Terjun Simonang Monang', 'Laterzhya Zimhuli'])] \n",
      "\n",
      "Itinerary  147  =  [([(41243, 687, 92401870, 4.0)], ['Sibio-Bio Advanture Park', 'Ksu Antara Travel', 'Sumur Tua', 'Handreva Tour', 'Puncak Bukit Manalise Aek Buro'])] \n",
      "\n"
     ]
    }
   ],
   "source": [
    "simeal = printt.result()\n",
    "simeal"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[[([(31422, 524, 70624870, 3.8)],\n",
       "   ['Peceren Karo Village',\n",
       "    'Air Terjun Aek Godang',\n",
       "    'Wisata Alam Pohon Damai Simempar',\n",
       "    'Putri Cahaya Travel',\n",
       "    'Tanjung Apek Beach',\n",
       "    'Lapangan Tengku Amir Hamzah Stabat'])],\n",
       " [([(28575, 476, 64311957, 4.0)],\n",
       "   ['Pt. Sky Ocean Travel',\n",
       "    'Siregar Aek Nalas',\n",
       "    'Parhallow Viewpoint And Coffee Shop',\n",
       "    'Pemandian Air Panas Huta Raja',\n",
       "    'Barusjahe',\n",
       "    'Air Terjun Sigura Gura',\n",
       "    'Pemandian Air Panas Rianiate'])],\n",
       " [([(12243, 204, 28097522, 3.7)],\n",
       "   ['Tugu Silahi Sabungan', 'Sibio-Bio Advanture Park', 'West Kisaran'])],\n",
       " [([(14292, 238, 32640957, 4.0)], ['Replika Istana Serdang', 'Tapian Puti'])],\n",
       " [([(29510, 492, 66385217, 3.7)],\n",
       "   ['Rudang Mayang',\n",
       "    'Indah Sipinggan Beach',\n",
       "    'Matondang Travel Agent | Korwil Fastpay Kab. Humbang Hasundutan',\n",
       "    'Bukit Lawang Tour Trekking',\n",
       "    'Taman Edukasi Binjai',\n",
       "    'Museum Zoologi',\n",
       "    'Pemandian Alam Loknya'])],\n",
       " [([(13912, 232, 31798348, 4.0)],\n",
       "   ['Tobasa', 'Wisata Pulau Spantiang', 'Bukit Teletubies'])],\n",
       " [([(24289, 405, 54808217, 4.0)],\n",
       "   ['Bekas Istana Kesultanan Asahan',\n",
       "    'Pt. Dairi Transport',\n",
       "    'Paranggiran Raja Silahisabungan',\n",
       "    'Penatapan Pamah Simelir',\n",
       "    'Rimba Huta Sikapir'])],\n",
       " [([(5658, 94, 13496000, 3.3)],\n",
       "   ['Wisata Pemandian Water Hill',\n",
       "    'Wisata Alam Datuk',\n",
       "    'Menara Pandang Simanindo'])],\n",
       " [([(11415, 190, 26261522, 3.8)],\n",
       "   ['Museum Huta Bolon Simanindo',\n",
       "    'Aek Kanopan',\n",
       "    'Grand Darussalam. Ud',\n",
       "    'Kebun Binatang Simalingkar Medan'])],\n",
       " [([(36300, 605, 81441304, 3.8)],\n",
       "   ['Awaliyah Tour And Travel',\n",
       "    'Batu Lobang Sibaganding',\n",
       "    'Pesanggrahan Bung Karno',\n",
       "    'Tugu Air Mancur Sinar Indonesia Baru Petisah',\n",
       "    'Dinas Kebudayaan & Pariwisata',\n",
       "    'Pondok Pisang'])],\n",
       " [([(18522, 309, 42020522, 4.3)],\n",
       "   ['Market Wisata (Tour Bangkok, Tour Phuket, Tour Medan)',\n",
       "    'Masjid Raya',\n",
       "    'Revolution Heroes Monument'])],\n",
       " [([(66515, 1109, 148439783, 3.7)],\n",
       "   ['Niagara Tanjung Raja',\n",
       "    'Bakarang Simalem',\n",
       "    'Ranika Surf',\n",
       "    'Kuamang Ujung Gading',\n",
       "    'Air Terjun Bah Salak',\n",
       "    'Taman Cadika Pramuka',\n",
       "    'Air Terjun Bertala'])],\n",
       " [([(16781, 280, 38160043, 3.6)],\n",
       "   ['Museum Pusaka Karo - Berastagi',\n",
       "    'Bakarang Simalem',\n",
       "    'Pemandian Alam Agape',\n",
       "    'Bandar Pulau',\n",
       "    'Air Terjun Lumban Rang'])],\n",
       " [([(10625, 177, 24509783, 4.0)],\n",
       "   ['Sabah Simelir', 'Taman Kota Tanjungbalai', 'Malay Street Medan'])],\n",
       " [([(38484, 641, 86284087, 3.7)],\n",
       "   ['Amarjun Wisata',\n",
       "    'Pantai Maligi',\n",
       "    'Taman Kebun Bunga èŒ ã¦Â¦Â€¢Ã¥Å“€™',\n",
       "    'Panorama Uruk Lisang',\n",
       "    'Loket Bus Bintang Utara',\n",
       "    'Vihara Pekong Lima',\n",
       "    'Ambar Onan Runggu'])],\n",
       " [([(15412, 257, 35124435, 4.0)],\n",
       "   ['Gundaling',\n",
       "    'Auliya Tour & Travel',\n",
       "    'Connectingjungle',\n",
       "    'Tapian Siri-Siri Syariah'])],\n",
       " [([(28269, 471, 63633435, 4.0)],\n",
       "   ['Bukit Lawang Tour Trekking',\n",
       "    'Penatapan Pamah Simelir',\n",
       "    'Danau Sipogas',\n",
       "    'Air Terjun Pongkar',\n",
       "    'Wisata Alam Siringo'])],\n",
       " [([(12649, 211, 28997783, 3.8)],\n",
       "   ['The Kaldera',\n",
       "    'Air Terjun Sampuran Widuri',\n",
       "    'Revolution Heroes Monument',\n",
       "    'Kantor Balai Taman Nasional Batang Gadis'])],\n",
       " [([(15743, 262, 35858391, 3.6)],\n",
       "   ['Cis Tour & Travel',\n",
       "    'Dermaga Silalahi',\n",
       "    'Bukit Burung',\n",
       "    'Deleng Bencirus',\n",
       "    'Air Terjun Sibabo'])],\n",
       " [([(31225, 520, 70188043, 3.4)],\n",
       "   ['The Kaldera',\n",
       "    'Tugu D.I Panjaitan',\n",
       "    'Tor Simago-Mago',\n",
       "    'Jembatan Tano Ponggol',\n",
       "    'Air Terjun Simpang Kanan'])],\n",
       " [([(20855, 348, 47193696, 4.0)],\n",
       "   ['Panatapan Sileme-Leme',\n",
       "    'Bakarang Simalem',\n",
       "    'Pertunjukan Tari Sigale Gale',\n",
       "    'Saba Napa',\n",
       "    'Batak Museum',\n",
       "    'Tao Lake Rod Onang'])],\n",
       " [([(57932, 966, 129407913, 3.4)],\n",
       "   ['Kembar Agro',\n",
       "    'Air Terjun Sipitu Tikka',\n",
       "    'Dunia Outbound Camp',\n",
       "    'Oyo 1752 Hotel Wisata',\n",
       "    'Tapian Siri-Siri Syariah',\n",
       "    'Air Panas Simolap',\n",
       "    'Cis Tour & Travel',\n",
       "    'Jembatan Sidikalang Wisata',\n",
       "    'Pantai Sikilang'])],\n",
       " [([(25421, 424, 57318304, 3.8)],\n",
       "   ['Batu Kursi Raja Siallagan ( Stone Chair Of King Siallagan )',\n",
       "    'Pantai Simallo',\n",
       "    'Mja Travel',\n",
       "    'Puncak Bukit Manalise Aek Buro',\n",
       "    'Tugu Air Mancur Sinar Indonesia Baru Petisah'])],\n",
       " [([(51474, 858, 115088000, 4.1)],\n",
       "   ['Paranggiran Raja Silahisabungan',\n",
       "    'Viewpoint Of Tuktuk Peninsula',\n",
       "    'Sialang Batu',\n",
       "    'Batang Gadis National Park',\n",
       "    'Danau Cipogas Rohul',\n",
       "    'Replika Pagoda Shwedagon',\n",
       "    'Baneara, Partungko Naginjang'])],\n",
       " [([(35036, 584, 78638522, 3.9)],\n",
       "   ['Ikan Larangan Lubuak Landua',\n",
       "    'Pantai Cermin Theme Park & Resort Hotel',\n",
       "    'Bukit Lawang Day Trek',\n",
       "    'Lae Simbellen',\n",
       "    'Gedung Mabmi',\n",
       "    'Hadabuan Naisogop Waterfalls',\n",
       "    'Deleng Bencirus',\n",
       "    'Cis Tour & Travel'])],\n",
       " [([(10424, 174, 24064087, 4.0)],\n",
       "   ['Waterpark Bima Utomo International',\n",
       "    'Bukit Lawang Ecotourism & Ecoproject',\n",
       "    'Pantai Pasir Putih Parbaba'])],\n",
       " [([(9189, 153, 21325609, 4.0)],\n",
       "   ['Sini Suka Natural Bath Sibiru-Biru', 'Pantai Sikabau'])],\n",
       " [([(11250, 188, 25895652, 4.0)],\n",
       "   ['Museum Deli Serdang',\n",
       "    'Pasar Kaget Kota Binjai',\n",
       "    'Pantai Paris',\n",
       "    'Huta Bolon'])],\n",
       " [([(21027, 350, 47575087, 4.0)],\n",
       "   ['Tourism Kuala Paret',\n",
       "    'Pantai Pongkar',\n",
       "    'Tour Accomodation',\n",
       "    'Istana Kerajaan Rokan'])],\n",
       " [([(2558, 43, 6622087, 4.0)], ['Wisata Sipinsur', 'Indah Sipinggan Beach'])],\n",
       " [([(43264, 721, 96883217, 4.1)],\n",
       "   ['Waterpark Bima Utomo International',\n",
       "    'Pantai Katung Binasi',\n",
       "    'Air Panas Simolap',\n",
       "    'Bukitlawang Trek',\n",
       "    'Wisata Alam Siringo',\n",
       "    'Matondang Travel Agent | Korwil Fastpay Kab. Humbang Hasundutan',\n",
       "    'Pantai Tiram Tapakis'])],\n",
       " [([(31881, 531, 71642652, 3.9)],\n",
       "   ['Objek Wisata Togindrawa Gua',\n",
       "    'Air Terjun Sipagogo',\n",
       "    'Menara Tirtanadi',\n",
       "    'Wisata Bendunga Sei Palis',\n",
       "    'Air Terjun Simpang Kanan',\n",
       "    'The Le Hu Garden',\n",
       "    'Taman Pesona Asri'])],\n",
       " [([(29903, 498, 67256652, 3.4)],\n",
       "   ['Objek Wisata Maggrove Sisarahili Ts',\n",
       "    'Masjid Agung Ahmad Bakrie Kisaran',\n",
       "    'Taman Rekreasi Kong Mah',\n",
       "    'Dairi Regency',\n",
       "    'T.Garden'])],\n",
       " [([(18112, 302, 41111391, 3.8)],\n",
       "   ['Panorama Uruk Lisang',\n",
       "    'Vihara Pekong Lima',\n",
       "    'Bahal Temple I',\n",
       "    'Lake Toba Viewpoint',\n",
       "    'Pemandian Alam Tirta Sayum Sabah'])],\n",
       " [([(23474, 391, 53001043, 3.7)],\n",
       "   ['Salib Kasih',\n",
       "    'Taman Lope Lope Bulu Cina',\n",
       "    'Wisata Bah Kulistik',\n",
       "    'Amarjun Wisata',\n",
       "    'Perwakilan Mandiri',\n",
       "    'Bendungan Lau Si Meimei'])],\n",
       " [([(25569, 426, 57646478, 3.6)],\n",
       "   ['Alam Wisata Danau Laut Tador',\n",
       "    'Huta Bolon',\n",
       "    'Penatapen Doulu',\n",
       "    'Tugu Sitio',\n",
       "    'Hadabuan Naisogop Waterfalls',\n",
       "    'Pemandian Air Panas Sibayak Mardinding Julu',\n",
       "    'Hotel Pesona Wisata'])],\n",
       " [([(13922, 232, 31820522, 4.0)],\n",
       "   ['Makam Ompung Parmata Sapihak',\n",
       "    'Perhadtian Air Panas Taman Wisata Sibayak',\n",
       "    'Rm Batunadua Indah',\n",
       "    'Taman Edukasi Binjai'])],\n",
       " [([(22532, 376, 50912261, 4.2)],\n",
       "   ['Terminal Berastagi',\n",
       "    'Deleng Bencirus',\n",
       "    'Wisata Pulau Spantiang',\n",
       "    'Wisata Rekreasi Danau Buatan'])],\n",
       " [([(40114, 669, 89898435, 3.8)],\n",
       "   ['Warnawarni Stabat',\n",
       "    'Aek Saroha',\n",
       "    'Bendungan Lau Si Meimei',\n",
       "    'R.M Wisata Indah',\n",
       "    'Stabat',\n",
       "    'Amarjun Wisata',\n",
       "    'Bukit Lawang Day Trek',\n",
       "    'Rumah Makan Irian'])],\n",
       " [([(41219, 687, 92348652, 3.8)],\n",
       "   ['Pantai Paris',\n",
       "    'Makam Ompung Parmata Sapihak',\n",
       "    'Auliya Tour & Travel',\n",
       "    'Fortress Seven Layer',\n",
       "    'Taman Balita Kota Binjai',\n",
       "    'Oyo 1752 Hotel Wisata'])],\n",
       " [([(32095, 535, 72117174, 3.4)],\n",
       "   ['Old City Hall',\n",
       "    'Zam Zam Prima Persada. Pt',\n",
       "    'Kuta Sukareme',\n",
       "    'Monumen Equator',\n",
       "    'Tumori Traditional Village'])],\n",
       " [([(22236, 371, 50255913, 4.0)],\n",
       "   ['Pt. Npm Perwakilan On Bus',\n",
       "    'Garunggang',\n",
       "    'Frog Rock Tour',\n",
       "    'Nature Baths Gantang Rani',\n",
       "    'Air Terjun Pelangi Indah'])],\n",
       " [([(36357, 606, 81567696, 3.7)],\n",
       "   ['Permata Asri Stabat',\n",
       "    'The Attraction Of Ikan Gadang',\n",
       "    'Perwakilan Mandiri',\n",
       "    'Pesona Alam Panorama Indah. Pt',\n",
       "    'Niagara Tanjung Raja',\n",
       "    'Masjid Agung Sumatera Utara',\n",
       "    'Gedung Mabmi'])],\n",
       " [([(40653, 678, 91093609, 3.7)],\n",
       "   ['Mesjid Raya Al-Abror',\n",
       "    'Kuamang Ujung Gading',\n",
       "    'Cross Of Love',\n",
       "    'Struggle Monument Berastagi',\n",
       "    'Pondok Wisata Lagundi Samosir',\n",
       "    'Tapian Siri-Siri Syariah'])],\n",
       " [([(20787, 346, 47042913, 4.0)],\n",
       "   ['Berastagi Local Guide',\n",
       "    'Menara Pandang Simanindo',\n",
       "    'Wisata Pemandian Water Hill',\n",
       "    'Air Terjun Sigura Gura'])],\n",
       " [([(46815, 780, 104757174, 3.9)],\n",
       "   ['Air Terjun Sipitu Tikka',\n",
       "    'Taman Bukit Gelanggang',\n",
       "    'Paranggiran Raja Silahisabungan',\n",
       "    'North Padang Lawas Regency',\n",
       "    'Air Terjun Linggahara-Rantau Prapat',\n",
       "    'Lapangan Tengku Amir Hamzah Stabat',\n",
       "    'Air Travel Parsariran'])],\n",
       " [([(27676, 461, 62318522, 4.3)],\n",
       "   ['Kuamang Ujung Gading', 'Lau Bingai', 'Pantai Bukit Malintang Buburan'])],\n",
       " [([(22205, 370, 50187174, 3.8)],\n",
       "   ['Museum Simalungun',\n",
       "    'Taman Bunga',\n",
       "    'Masjid Raya',\n",
       "    'Tanjung Pura',\n",
       "    'Kantor Po Pinem Bus'])],\n",
       " [([(49414, 824, 110520174, 3.9)],\n",
       "   ['Sibio-Bio Adventure Park',\n",
       "    'Karo Regency',\n",
       "    'Kantor Po Pinem Bus',\n",
       "    'Pusat Posko \"Teroh-Teroh.',\n",
       "    'Wisata Makam Papan Tinggi Barus',\n",
       "    'Sibio-Bio Advanture Park',\n",
       "    'Panorama Uruk Lisang',\n",
       "    'Oyo 1752 Hotel Wisata'])],\n",
       " [([(24124, 402, 54442348, 4.2)],\n",
       "   ['Wisata Alam Experience Survive Champing',\n",
       "    'Jln Dusun Lauseridi',\n",
       "    'Sri Supramaniyam Temple',\n",
       "    'Tugu Pahlawan Revolusi',\n",
       "    'Ksu Antara Travel',\n",
       "    'Air Terjun Bah Salak'])],\n",
       " [([(22238, 371, 50260348, 3.4)],\n",
       "   ['Masjid Mustaqim, Sikopi-Kopi, Pulo Dogom, Kualuh Hulu, Labuhanbatu Utara, Sumatera Utara.',\n",
       "    'Dairi Regency',\n",
       "    'Lyza Outbount',\n",
       "    'Replika Pagoda Shwedagon',\n",
       "    'Gedung Nasional Djauli Manik'])],\n",
       " [([(13254, 221, 30339304, 4.0)],\n",
       "   ['Pt. Jsa Tour & Travel', 'Pantai Pongkar', 'Panorama Uruk Lisang'])],\n",
       " [([(8787, 146, 20434217, 4.7)],\n",
       "   ['Sopo Tinjak',\n",
       "    'Pt, Yy Traveling Tour And Travel',\n",
       "    'Penangkaran Rusa Universitas Sumatera Utara'])],\n",
       " [([(24860, 414, 56074348, 3.8)],\n",
       "   ['Pemandian Alam Bendungan Ginbers',\n",
       "    'Pantai Indah Sipinggan',\n",
       "    'Stabat',\n",
       "    'Kupu-Kupu Garden Guest House & Cafe',\n",
       "    'Batu Gajah'])],\n",
       " [([(44757, 746, 100193783, 3.7)],\n",
       "   ['Pt. Npm Perwakilan On Bus',\n",
       "    'Jembatan Tano Ponggol',\n",
       "    'Batang Gadis National Park',\n",
       "    'Pantai Pulau Putri',\n",
       "    'Dinas Kebudayaan & Pariwisata',\n",
       "    'Permata Asri Stabat',\n",
       "    'Pantai Pulau Karang'])],\n",
       " [([(78744, 1312, 175556261, 3.7)],\n",
       "   ['Air Terjun Baburai',\n",
       "    'Tobasa',\n",
       "    'Air Terjun Sitiotio',\n",
       "    'Tugu Air Bangis',\n",
       "    'Pemandian Alam Bendungan Ginbers',\n",
       "    'Museum Kota Tebing Tinggi',\n",
       "    'Wisata Merci',\n",
       "    'Taman Wisata Alam, Pusat Latihan Gajah',\n",
       "    'State Museum Of North Sumatra'])],\n",
       " [([(14545, 242, 33201957, 4.0)],\n",
       "   ['Museum Negeri Sumatera Utara',\n",
       "    'Thermal Baths U.S.K Hineni',\n",
       "    'Pantai La Terzhia Zhimehuli',\n",
       "    'Wisata Agro Kopi Karo'])],\n",
       " [([(156, 3, 1295913, 3.0)], ['Dunia Outbound Camp', 'Pt Pelangi Wisata'])],\n",
       " [([(30430, 507, 68425217, 4.2)],\n",
       "   ['Vihara Pubbarama Buddhist',\n",
       "    'Tanjung Pura',\n",
       "    'Simanimbo Waterfall',\n",
       "    'Bair Falls',\n",
       "    'Bus Wisata',\n",
       "    'Alun Alun Lubuk Sikpaing'])],\n",
       " [([(37564, 626, 84244087, 3.3)],\n",
       "   ['Kuil Shri Mariamman',\n",
       "    'Sumatra Orangutan Tours & Holidays',\n",
       "    'Kuta Sukareme',\n",
       "    'Wisata Air Parsariran',\n",
       "    'Taman Sungai Padang',\n",
       "    'Air Terjun Kemuning'])],\n",
       " [([(8406, 140, 19589391, 3.5)], ['Kota Padang Sidempuan', 'Delta'])],\n",
       " [([(7448, 124, 17465130, 3.5)],\n",
       "   ['Pemandian Alam Bendungan Ginbers', 'Tugu D.I Panjaitan'])],\n",
       " [([(28245, 471, 63580217, 3.8)],\n",
       "   ['Panorama Uruk Lisang',\n",
       "    'Air Terjun Pantai Salak',\n",
       "    'Masjid Agung Kota Binjai',\n",
       "    'Bukit Kininduma Simantas',\n",
       "    'Air Travel Parsariran'])],\n",
       " [([(32988, 550, 74097304, 4.2)],\n",
       "   ['Air Terjun Sitiotio',\n",
       "    'Air Terjun Aek Matua',\n",
       "    'Wisata Alam Experience Survive Champing',\n",
       "    'Struggle Monument Berastagi',\n",
       "    'Puncak Santai',\n",
       "    'Pantai Pongkar'])],\n",
       " [([(37931, 632, 85057870, 3.8)],\n",
       "   ['Bukit Lawang Travel',\n",
       "    'Kantor Po Pinem Bus',\n",
       "    'Puncak Tonang',\n",
       "    'Tugu Kol'])],\n",
       " [([(42174, 703, 94466261, 4.1)],\n",
       "   ['Danau Sipogas',\n",
       "    'Kembar Agro',\n",
       "    'Pantai Pasir Putih',\n",
       "    'Istana Kerajaan Rokan',\n",
       "    'Museum Karo Lingga',\n",
       "    'Lingga Cultural Village',\n",
       "    'Bintang Johor Swimming Pool',\n",
       "    'Telagah'])],\n",
       " [([(38171, 636, 85590043, 3.9)],\n",
       "   ['Taman Kebun Bunga èŒ  榀¢ 圀™',\n",
       "    'Bukit Lawang Wisata Alam',\n",
       "    'Lau Bingai',\n",
       "    'Objek Wisata Maggrove Sisarahili Ts',\n",
       "    'Air Terjun Simonang Monang',\n",
       "    'Lokasi Wisata Pemandian Air Panas Sipoholon',\n",
       "    'Pantai Barat',\n",
       "    'Air Terjun Taman Eden 100, Tobasa'])],\n",
       " [([(16815, 280, 38235435, 4.2)],\n",
       "   ['Jembatan Dalik Lubuk Sikaping',\n",
       "    'Vihara Budha Taman Iman',\n",
       "    'Pulau Malau',\n",
       "    'Bukit Kubu'])],\n",
       " [([(6732, 112, 15877478, 4.5)],\n",
       "   ['Puncak Paranginan,Aek Nabirong', 'Fortress Seven Layer'])],\n",
       " [([(29564, 493, 66504957, 3.5)],\n",
       "   ['Simonis',\n",
       "    'Pemandian Air Panas Sibayak Mardinding Julu',\n",
       "    'Sp.Lau Petundal',\n",
       "    'Air Terjun Aek Matua'])],\n",
       " [([(52331, 872, 116988304, 3.8)],\n",
       "   ['Masjid Agung Sumatera Utara',\n",
       "    'Yayasan Perguruan Sisingamangaraja',\n",
       "    'Pemandian Alam Tirta Sayum Sabah',\n",
       "    'Stasiun Binjai',\n",
       "    'Balai Datuk Setia Maharaja Negeri Serdang',\n",
       "    'Sibio-Bio Adventure Park',\n",
       "    'Pantai Teluk Kerang',\n",
       "    'Grand Darussalam. Ud'])],\n",
       " [([(20066, 334, 45444174, 4.0)],\n",
       "   ['Pusat Informasi Geopark Kaldera Toba Sigulatti',\n",
       "    'Bahal Temple I',\n",
       "    'Pantai Barat Natal'])],\n",
       " [([(45483, 758, 101803609, 3.5)],\n",
       "   ['Waterpark Ria',\n",
       "    'R.M Wisata Indah',\n",
       "    'Bukit Lawang Trip',\n",
       "    'Pt. Jsa Tour & Travel',\n",
       "    'Taman Wisata Simatahari Indah',\n",
       "    'Sri Deli Park'])],\n",
       " [([(17520, 292, 39798696, 3.8)],\n",
       "   ['Tugu Pahlawan Revolusi',\n",
       "    'Perumahaan Azalea Asri',\n",
       "    'Pemandian Pulau Batu (Pulbat)',\n",
       "    'Plta Sipansihaporas',\n",
       "    'Pusat Informasi Geopark Kaldera Toba Sigulatti'])],\n",
       " [([(28227, 470, 63540304, 4.0)],\n",
       "   ['Bukik Posuak Maek',\n",
       "    'Tugu Marga Silalahi',\n",
       "    'Taman Aek Kota Batu Labura',\n",
       "    'Pantai Barat',\n",
       "    'Welterbeminimini',\n",
       "    'Taman Mutiara Selat Malaka',\n",
       "    'Waterfall Pelangi Indah'])],\n",
       " [([(13390, 223, 30640870, 4.0)], ['Uruk Ndaholi', 'Hotel Wisata Indah'])],\n",
       " [([(39744, 662, 89078000, 3.7)],\n",
       "   ['Replika Istana Serdang',\n",
       "    'Oyo 1752 Hotel Wisata',\n",
       "    'Poldung',\n",
       "    'Zam Zam Prima Persada. Pt',\n",
       "    'Kembar Agro',\n",
       "    'Darul Umroh'])],\n",
       " [([(18925, 315, 42914130, 3.7)],\n",
       "   ['Elsasya Utama',\n",
       "    'Binjai',\n",
       "    'Zam Zam Prima Persada. Pt',\n",
       "    'Lau Perkoh',\n",
       "    'Samto Aek Rangat',\n",
       "    'Ende Holidays',\n",
       "    'Gunung Pandan River Tourism Area'])],\n",
       " [([(25933, 432, 58453609, 3.8)],\n",
       "   ['Bukit Lawang Travel',\n",
       "    'Pasir Putih Janggawari',\n",
       "    'Wisata Hutan Mangrove Perpat',\n",
       "    'Monumen Loko Uap Du Croo & Braun',\n",
       "    'Replika Pagoda Shwedagon'])],\n",
       " [([(48782, 813, 109118783, 3.8)],\n",
       "   ['Air Terjun Taga Hambing',\n",
       "    'Bukit Lawang Tour Trekking',\n",
       "    'Air Terjun Pelangi Indah',\n",
       "    'Air Terjun Sipitu Tikka',\n",
       "    'Taman Aek Kota Batu Labura',\n",
       "    'Taman Edukasi Binjai',\n",
       "    'Waterpark Ria',\n",
       "    'Danau Tao Batang Onang'])],\n",
       " [([(2265, 38, 5972391, 3.5)], ['Perumahaan Azalea Asri', 'Gedung Mabmi'])],\n",
       " [([(49487, 825, 110682043, 3.5)],\n",
       "   ['Padang Lawas Regency',\n",
       "    'Wisata Alam \"Panatapan Parupuk Julu\"',\n",
       "    'Lorong Pandan',\n",
       "    'Namu Sira-Sira',\n",
       "    'Romance Padi Perbaungan',\n",
       "    'Batu Gajah',\n",
       "    'Taman Selfie',\n",
       "    'Pemandian Air Panas Goa Ergendang'])],\n",
       " [([(25559, 426, 57624304, 3.7)],\n",
       "   ['Oyo 1752 Hotel Wisata',\n",
       "    'Twa Lau Debuk-Debuk',\n",
       "    'Sumatra Jungle Trek',\n",
       "    'Bat Cave, Bukit Lawang',\n",
       "    'Cis Tour & Travel',\n",
       "    'Cafe Goa Kaca'])],\n",
       " [([(59949, 999, 133880391, 3.7)],\n",
       "   ['Air Terjun Sipagogo',\n",
       "    'Perumahaan Azalea Asri',\n",
       "    'Lau Teba Langkat',\n",
       "    'Sbv',\n",
       "    'The Le Hu Garden',\n",
       "    'Umbul Ejuk',\n",
       "    'Pt. Jsa Tour & Travel',\n",
       "    'Ranika Surf',\n",
       "    'Alam Wisata Danau Laut Tador'])],\n",
       " [([(18880, 315, 42814348, 4.0)],\n",
       "   ['Wisata Merci',\n",
       "    'Museum Kota Tebing Tinggi',\n",
       "    'Puncak Bukit Galau',\n",
       "    'Bukit Lawang Ecotourism & Ecoproject'])],\n",
       " [([(12368, 206, 28374696, 3.7)],\n",
       "   ['Tinggi Raja', 'Benteng Jepang', 'Na Ix-X'])],\n",
       " [([(14284, 238, 32623217, 4.2)],\n",
       "   ['Monkey Forest Umar Manik Sibaganding',\n",
       "    'Tanah Lapang Merdeka Binjai',\n",
       "    'Kualuh Hulu',\n",
       "    'Wisata Makam Papan Tinggi Barus',\n",
       "    'Gapura Wisata Alam Lae Mbilulu'])],\n",
       " [([(10074, 168, 23288000, 4.0)],\n",
       "   ['Anugerah Soambaton Beach', 'Loket Satu Nusa'])],\n",
       " [([(46723, 779, 104553174, 3.9)],\n",
       "   ['Taman Selfie',\n",
       "    'Nice Trans Kisaran',\n",
       "    'Tahura (Taman Hutan Raya)',\n",
       "    'Karo Regency',\n",
       "    'Masjid Al Istiqomah',\n",
       "    'Mobil Wisata Medan',\n",
       "    'Wisata Alam Aek Sordang'])],\n",
       " [([(18777, 313, 42585957, 4.0)],\n",
       "   ['Puncak Paranginan,Aek Nabirong',\n",
       "    'Perumahaan Azalea Asri',\n",
       "    'Gunung Pandan River Tourism Area'])],\n",
       " [([(768, 13, 2652957, 3.5)], ['Air Terjun Sigura Gura', 'Delta'])],\n",
       " [([(39780, 663, 89157826, 3.6)],\n",
       "   ['Bukit Lawang Travel',\n",
       "    'Bukitlawang Trek',\n",
       "    'Batang Gadis National Park',\n",
       "    'Frog Rock Tour',\n",
       "    'Air Terjun Sarasah Kajai',\n",
       "    'Pt Pelangi Wisata',\n",
       "    'Masjid Agung Sumatera Utara'])],\n",
       " [([(3966, 66, 9744174, 4.0)],\n",
       "   ['Pesona Alam Panorama Indah. Pt', 'Wisata Taman Merci'])],\n",
       " [([(19245, 321, 43623696, 4.2)],\n",
       "   ['Air Terjun Sempugen',\n",
       "    'Umbul Ejuk',\n",
       "    'Wisata Agro Kopi Karo',\n",
       "    'Taman Selfie'])],\n",
       " [([(11329, 189, 26070826, 3.5)],\n",
       "   ['Air Terjun Situak Lotik Iii', 'Taman Danau Wisata Bunga Tujuh'])],\n",
       " [([(12234, 204, 28077565, 4.0)],\n",
       "   ['Pusat Posko \"Teroh-Teroh.',\n",
       "    'Bukit Lawang Wisata Alam',\n",
       "    'Tor Simago-Mago'])],\n",
       " [([(5456, 91, 13048087, 4.0)],\n",
       "   ['Patung Dewi Kwan Im', 'Masjid Agung Kota Binjai'])],\n",
       " [([(17229, 287, 39153435, 4.0)],\n",
       "   ['Waterfall Pelangi Indah',\n",
       "    'Taman Kota Tanjungbalai',\n",
       "    'Tugu Silahi Sabungan',\n",
       "    'Lumban Binanga Beach Laguboti'])],\n",
       " [([(32110, 535, 72150435, 3.6)],\n",
       "   ['Tirtanadi Tower',\n",
       "    'Danau Marambe',\n",
       "    'Tumori Traditional Village',\n",
       "    'Objek Wisata Patamuan',\n",
       "    'Pantai Teluk Kerang'])],\n",
       " [([(34636, 577, 77751565, 4.0)],\n",
       "   ['Armaya Wisata Alam',\n",
       "    'Bukit Kubu',\n",
       "    'Berakit-Rakit Ke Hulu',\n",
       "    'Masjid Agung Kota Binjai',\n",
       "    'Bukit Lawang Explore',\n",
       "    'Batak Museum',\n",
       "    'Revolution Heroes Monument',\n",
       "    'Taman Balita Kota Binjai'])],\n",
       " [([(4080, 68, 9996957, 4.0)],\n",
       "   ['Tor Simago-Mago', 'Pemandian Air Panas Huta Raja'])],\n",
       " [([(13373, 223, 30603174, 5.0)],\n",
       "   ['Beach Island Karang', 'Lau Bengkelade Kuta', 'Medan City Tour'])],\n",
       " [([(2217, 37, 5865957, 4.0)],\n",
       "   ['Vihara Pubbarama Buddhist', 'Pemandian Alam Tirta Sayum Sabah'])],\n",
       " [([(13187, 220, 30190739, 4.3)],\n",
       "   ['Toba Lake Sibolahotang Beautiful Beach',\n",
       "    'Bukik Posuak Maek',\n",
       "    'Tor Simago-Mago'])],\n",
       " [([(31920, 532, 71729130, 3.3)],\n",
       "   ['Taman Rekreasi Kong Mah',\n",
       "    'Embae Tour & Travel',\n",
       "    'Air Terjun Simpang Kanan',\n",
       "    'Old City Hall',\n",
       "    'Pondok Wisata Lagundi Samosir',\n",
       "    'Pakkodian Toba'])],\n",
       " [([(26173, 436, 58985783, 4.0)],\n",
       "   ['Rumah Makan Irian',\n",
       "    'Pt, Yy Traveling Tour And Travel',\n",
       "    'Bukit Lawang Travel',\n",
       "    'Pondok Pisang'])],\n",
       " [([(15926, 265, 36264174, 4.0)],\n",
       "   ['Taman Kota Tanjungbalai', 'Pantai Pulau Putri', 'Wisata Taman Merci'])],\n",
       " [([(56229, 937, 125631696, 2.8)],\n",
       "   ['Bayu Lagoon Resto & Taman Rekreasi',\n",
       "    'Wisata Makam Papan Tinggi Barus',\n",
       "    'Balai Datuk Setia Maharaja Negeri Serdang',\n",
       "    'R.M Wisata Indah',\n",
       "    'Musala Waterfall',\n",
       "    'Kuta Sukareme'])],\n",
       " [([(25672, 428, 57874870, 3.8)],\n",
       "   ['Sri Supramaniyam Temple',\n",
       "    'Taman Rekreasi Kong Mah',\n",
       "    'Pelangi Nusantara',\n",
       "    'Bukit Kininduma Simantas',\n",
       "    'Tugu Pramuka',\n",
       "    'Masjid Agung Kota Binjai',\n",
       "    'Bukit Lawang Planet Hijau',\n",
       "    'Benteng Jepang'])],\n",
       " [([(20650, 344, 46739130, 4.0)],\n",
       "   ['Taman Sungai Padang',\n",
       "    'Pantai Katung Binasi',\n",
       "    'Tugu D.I Panjaitan',\n",
       "    'The Attraction Of Ikan Gadang'])],\n",
       " [([(36547, 609, 81989000, 3.7)],\n",
       "   ['Pt. Pmn Travel Bus',\n",
       "    'Paranggiran Raja Silahisabungan',\n",
       "    'Wisata Alam Pondok Biru',\n",
       "    'Masjid Raya',\n",
       "    'Makam Ompung Parmata Sapihak',\n",
       "    'Tugu Kol',\n",
       "    'Masjid Mustaqim, Sikopi-Kopi, Pulo Dogom, Kualuh Hulu, Labuhanbatu Utara, Sumatera Utara.'])],\n",
       " [([(29293, 488, 65904043, 3.8)],\n",
       "   ['Bayu Lagoon Resto & Taman Rekreasi',\n",
       "    'Wisata Dakwah Okura',\n",
       "    'Bukit Kininduma Simantas',\n",
       "    'Lau Perkoh',\n",
       "    'Mobil Wisata Medan',\n",
       "    'Taman Kota Tanjungbalai'])],\n",
       " [([(49802, 830, 111380522, 3.9)],\n",
       "   ['Wisata Alam Datuk',\n",
       "    'Masjid Raya Al Osmani',\n",
       "    'Bair Falls',\n",
       "    'R.M Wisata Indah',\n",
       "    'Air Terjun Linggahara-Rantau Prapat',\n",
       "    'Lau Mentar Canyon',\n",
       "    'Tugu Simpang Empat'])],\n",
       " [([(48892, 815, 109362696, 3.9)],\n",
       "   ['Taman Sri Deli',\n",
       "    'Masjid Raya Al Osmani',\n",
       "    'Masjid Raya Kisaran Kota',\n",
       "    'Lingga Cultural Village',\n",
       "    'Perumahaan Azalea Asri',\n",
       "    'Simanimbo Waterfall',\n",
       "    'Pantai Tiram Tapakis',\n",
       "    'Wisata Dakwah Okura'])],\n",
       " [([(48460, 808, 108404783, 3.1)],\n",
       "   ['Gapura Wisata Alam Lae Mbilulu',\n",
       "    'Tugu Kol',\n",
       "    'Konservasi Sungai Kukam',\n",
       "    'Objek Wisata Maggrove Sisarahili Ts',\n",
       "    'Titi Gantung Bridge',\n",
       "    'Air Terjun Sibabo',\n",
       "    'Wisata Alam \"Panatapan Parupuk Julu\"'])],\n",
       " [([(22119, 369, 49996478, 3.8)],\n",
       "   ['Zam Zam Prima Persada. Pt',\n",
       "    'Masjid Agung Sumatera Utara',\n",
       "    'Air Travel Parsariran',\n",
       "    'Laterzhya Zimhuli',\n",
       "    'Tugu Becak Bsa Siantar'])],\n",
       " [([(30383, 506, 68321000, 4.0)],\n",
       "   ['Bukik Posuak Maek',\n",
       "    'Tugu Pramuka',\n",
       "    'Dermaga Silalahi',\n",
       "    'Bersama Travel',\n",
       "    'Tugu Silahi Sabungan',\n",
       "    'Kolam Pancing Asri'])],\n",
       " [([(57007, 950, 127356826, 3.9)],\n",
       "   ['Kisaran Kota',\n",
       "    'Puncak Bukit Manalise Aek Buro',\n",
       "    'Kantor Balai Taman Nasional Batang Gadis',\n",
       "    'Jembatan Lau Luhung, Gunung Meriah.',\n",
       "    'Chinatown Medan',\n",
       "    'Tapian Siri-Siri Syariah',\n",
       "    'Siregar Aek Nalas',\n",
       "    'Titi Gantung Bridge',\n",
       "    'Pulau Poncan'])],\n",
       " [([(35055, 584, 78680652, 3.4)],\n",
       "   ['Pt. Dairi Transport',\n",
       "    'Tts (Toru Tor Simarsayang) Cafe',\n",
       "    'Jembatan Poriaha',\n",
       "    'Pool Bus Intra',\n",
       "    'Museum Kota Tebing Tinggi'])],\n",
       " [([(4770, 80, 11526957, 4.3)],\n",
       "   ['Patung Dewi Kwan Im',\n",
       "    'Pemandian Air Panas Tirto Kencono',\n",
       "    'Tugu Air Mancur Sinar Indonesia Baru Petisah'])],\n",
       " [([(32114, 535, 72159304, 3.8)],\n",
       "   ['Wisata Alam Experience Survive Champing',\n",
       "    'Air Terjun Pantai Salak',\n",
       "    'Tugu Silahi Sabungan',\n",
       "    'Pemandian Alam Agape',\n",
       "    'Lyza Outbount',\n",
       "    'Tanjung Unta',\n",
       "    'Pantai Pasir Putih Parparean',\n",
       "    'Letter Z'])],\n",
       " [([(6085, 101, 14442826, 3.0)], ['Museum Karo Lingga', 'Air Terjun Sibabo'])],\n",
       " [([(23167, 386, 52320304, 4.0)],\n",
       "   ['Tanah Lapang Merdeka Binjai',\n",
       "    'Masjid Raya Kisaran Kota',\n",
       "    'Tugu Sejarah Perjuangan Asahan',\n",
       "    'Puncak Saragodung'])],\n",
       " [([(12882, 215, 29514435, 3.3)],\n",
       "   ['Cis Tour & Travel', 'Penatapan Pamah Simelir', 'Pinang City'])],\n",
       " [([(49902, 832, 111602261, 3.5)],\n",
       "   ['Romance Padi Perbaungan',\n",
       "    'Balai Datuk Setia Maharaja Negeri Serdang',\n",
       "    'Karo Regency',\n",
       "    'Setia Wisata',\n",
       "    'Tugu Jeruk Berastagi',\n",
       "    'North Labuhanbatu Regency',\n",
       "    'Lubuk Batang Waterfall',\n",
       "    'Benteng Jepang'])],\n",
       " [([(14415, 240, 32913696, 4.0)],\n",
       "   ['Danau Cipogas Rohul', 'Pasir Putih Janggawari'])],\n",
       " [([(36328, 605, 81503391, 3.8)],\n",
       "   ['Bukit Lawang Planet Hijau',\n",
       "    'Taman Bukit Gelanggang',\n",
       "    'Taman Wisata Alam, Pusat Latihan Gajah',\n",
       "    'Twa Lau Debuk-Debuk'])],\n",
       " [([(44390, 740, 99380000, 3.7)],\n",
       "   ['Puncak Tonang',\n",
       "    'Taman Aek Kota Batu Labura',\n",
       "    'Pulau Samosir',\n",
       "    'Aek Milas Paringgonan Sibuhuan',\n",
       "    'Hotel Wisata Indah',\n",
       "    'Wisata Air Parsariran'])],\n",
       " [([(22065, 368, 49876739, 3.9)],\n",
       "   ['Pantai Maligi',\n",
       "    'Puncak Bukit Manalise Aek Buro',\n",
       "    'Wisata Merci',\n",
       "    'Pulau Malau',\n",
       "    'Loket Satu Nusa',\n",
       "    'Pelangi Nusantara'])],\n",
       " [([(36470, 608, 81818261, 4.0)],\n",
       "   ['Aek Milas Paringgonan Sibuhuan',\n",
       "    'Bekas Istana Kesultanan Asahan',\n",
       "    'Taman Balita Kota Binjai',\n",
       "    'Air Terjun Simonang Monang',\n",
       "    'Istana Kerajaan Rokan'])],\n",
       " [([(7406, 123, 17372000, 4.0)],\n",
       "   ['Air Terjun Sigura-Gura',\n",
       "    'Bukit Lawang Guide',\n",
       "    'Waterfall Pelangi Indah'])],\n",
       " [([(48779, 813, 109112130, 3.5)],\n",
       "   ['Karo Regency',\n",
       "    'Desa Adat Ragi Hotang Meat',\n",
       "    'Mandailing Natal Regency',\n",
       "    'Jembatan Tano Ponggol',\n",
       "    'Bukit Lawang Orangutan Trekking',\n",
       "    'Pt Pelangi Wisata',\n",
       "    'Puncak Jb',\n",
       "    'Pemandian Air Panas U.S.K Hineni'])],\n",
       " [([(55452, 924, 123908783, 4.2)],\n",
       "   ['Menara Tirtanadi',\n",
       "    'Taman Kota Tanjungbalai',\n",
       "    'Masjid Raya Nur Addin',\n",
       "    'Danau Laut Tinggal',\n",
       "    'Pantai Barat Natal',\n",
       "    'Puncak Anai'])],\n",
       " [([(11161, 186, 25698304, 4.0)],\n",
       "   ['Tapian Puti',\n",
       "    'Taman Kota Salak (Tugu Salak)',\n",
       "    'Air Terjun Simonang Monang'])],\n",
       " [([(19794, 330, 44841043, 3.7)],\n",
       "   ['Wisata Alam Datuk',\n",
       "    'Bukit Lawang Orangutan Trekking',\n",
       "    'Masjid Agung Sibolga'])],\n",
       " [([(40597, 677, 90969435, 3.8)],\n",
       "   ['Bendungan Lau Si Meimei',\n",
       "    'Go Adventure Tour & Travel Indonesia',\n",
       "    'Pt. Jsa Tour & Travel',\n",
       "    'Pantai Pongkar',\n",
       "    'Danau Sipogas',\n",
       "    'Permata Asri Stabat'])],\n",
       " [([(26830, 447, 60442609, 3.8)],\n",
       "   ['Pinang City',\n",
       "    'Kantor Dinas Pariwisata Kabupaten Humbang Hasundutan',\n",
       "    'Aek Sipaulak Hosa Loja',\n",
       "    'Kupu-Kupu Garden Guest House & Cafe',\n",
       "    'Air Terjun Taga Hambing'])],\n",
       " [([(10461, 174, 24146130, 4.0)],\n",
       "   ['Binjai', 'Masjid Al Osmani', 'Thermal Baths U.S.K Hineni'])],\n",
       " [([(30964, 516, 69609304, 3.7)],\n",
       "   ['Pesona Alam Panorama Indah. Pt',\n",
       "    'Taman Remaja Binjai',\n",
       "    'Alam Wisata Danau Laut Tador',\n",
       "    'Kantor Balai Taman Nasional Batang Gadis',\n",
       "    'Tour Guide,Tarna Sagala.German &Dutch Speaking',\n",
       "    'Ekowisata Mangrove'])],\n",
       " [([(20813, 347, 47100565, 3.8)],\n",
       "   ['Agen Bus Karina',\n",
       "    'Karo Regency',\n",
       "    'Struggle Monument Berastagi',\n",
       "    'Sbv',\n",
       "    'Stabat',\n",
       "    'Wisata Taman Merci'])],\n",
       " [([(16017, 267, 36465957, 3.7)],\n",
       "   ['Taman Kebun Bunga èŒ ã¦Â¦Â€¢Ã¥Å“€™', 'Wisata Alam'])],\n",
       " [([(26840, 447, 60464783, 4.3)],\n",
       "   ['Taman Bukit Gelanggang',\n",
       "    'Air Terjun Lembah Sipogas',\n",
       "    'Sumatra Jungle Trek'])],\n",
       " [([(19235, 321, 43601522, 4.0)],\n",
       "   ['Wisata Alam Pondok Biru',\n",
       "    'Aek Sipaulak Hosa Loja',\n",
       "    'Pt. Dairi Transport',\n",
       "    'Masjid Raya Stabat',\n",
       "    'Paranggiran Raja Silahisabungan'])],\n",
       " [([(57467, 958, 128376826, 4.0)],\n",
       "   ['Dunia Outbound Camp',\n",
       "    'Air Terjun Pantai Salak',\n",
       "    'Travel Panyabungan Padang',\n",
       "    'Great Mosque',\n",
       "    'Vihara Tri Ratna',\n",
       "    'Dokter Travel',\n",
       "    'Wisata Batu Rongring',\n",
       "    'A8 Village'])],\n",
       " [([(37741, 629, 84636565, 4.0)],\n",
       "   ['Air Terjun Kemuning',\n",
       "    'Alun Alun Lubuk Sikpaing',\n",
       "    'Uruk Ndaholi',\n",
       "    'Tugu Marga Silalahi'])],\n",
       " [([(44247, 737, 99062913, 4.0)],\n",
       "   ['Pelangi Nusantara',\n",
       "    'Simpang Pantai Monyet',\n",
       "    'Pemandian Air Panas U.S.K Hineni',\n",
       "    'Vihara Tri Ratna',\n",
       "    'Pantai Bul Bul',\n",
       "    'Rumah Makan Irian',\n",
       "    'Museum Zoologi',\n",
       "    'Counters Kupj Simpang Sei Kopas',\n",
       "    'Pantai Katung Binasi'])],\n",
       " [([(25553, 426, 57611000, 3.5)],\n",
       "   ['Kolam Pancing Sapat',\n",
       "    'Zam Zam Prima Persada. Pt',\n",
       "    'Pawan Hot Water',\n",
       "    'Museum Kota Tebing Tinggi'])]]"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "simeal2 = retemp.hslretemp()\n",
    "simeal2"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 2. Iterated Local Search"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [],
   "source": [
    "#Initial Solution\n",
    "\n",
    "class initial:\n",
    "    def solution (data):\n",
    "        tempatbaru = []\n",
    "        tempatbaru *= 0\n",
    "        da = generateTempatWisata(data)\n",
    "        inn = inputan(da)\n",
    "        tempatbaru.append((inn, da))\n",
    "        return tempatbaru\n",
    "    \n",
    "    def listsolution(data):\n",
    "        list_ = []\n",
    "        listiteration = 150\n",
    "        for i in range(listiteration):\n",
    "            c = initial.solution(data)\n",
    "            list_.append(c)\n",
    "        return list_\n",
    "\n",
    "class iteratedlocalsearch:   \n",
    "    def calculate(data):\n",
    "        final_solution = []\n",
    "        sol_iteration = 150\n",
    "        for it in range(sol_iteration):\n",
    "            x1 = initial.solution(data)\n",
    "            x2 = initial.listsolution(data)\n",
    "            x2.sort(reverse = False)\n",
    "            tes = False;\n",
    "            x11 = x1[0][0][0][0]\n",
    "            x12 = x1[0][0][0][3]\n",
    "            for i in range(len(x2)):\n",
    "                \n",
    "                x21 = x2[i][0][0][0][0]\n",
    "                x22 = x2[i][0][0][0][3]\n",
    "                if (x11 < x21 and x12 < x22) or (x11 < x21 and x12 == x22):\n",
    "                    tes = True;\n",
    "                    break;\n",
    "            if(tes):\n",
    "                final_solution.append(x1);\n",
    "        return final_solution\n",
    "\n",
    "# Class printt \n",
    "class printils:\n",
    "    \n",
    "    def resultils():\n",
    "        data = df[\"Tempat Wisata\"]\n",
    "        result_ = iteratedlocalsearch.calculate(data)\n",
    "        print(len(result_), \"\\n\")\n",
    "        for i in range(len(result_)):\n",
    "            print(\"Itinerary \", i+1, \" = \", result_[i], \"\\n\")\n",
    "\n",
    "class retemp1:\n",
    "    def hslretemp1():\n",
    "        data = df[\"Tempat Wisata\"]\n",
    "        bebas = iteratedlocalsearch.calculate(data)\n",
    "        return bebas"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "145 \n",
      "\n",
      "Itinerary  1  =  [([(32337, 539, 72653783, 3.6)], ['Tugu Jeruk Berastagi', 'Pemandian Air Panas - Batu Bara ( 50 )', 'Garunggang', 'Panatapan Parhalow', 'Oyo 1752 Hotel Wisata', 'Sitinjo', 'Jembatan Lae Pandaroh'])] \n",
      "\n",
      "Itinerary  2  =  [([(35750, 596, 80221739, 3.6)], ['Pantai Ketam', 'Pantai Maligi', 'One Heart Hill', 'Aek Milas', 'Jembatan Sidikalang Wisata', 'De Hole Laguna', 'Pemandian Pulau Batu (Pulbat)'])] \n",
      "\n",
      "Itinerary  3  =  [([(8390, 140, 19553913, 3.5)], ['Lubuk Larangan Desa Padang Bulan', 'Air Terjun Tarunggang'])] \n",
      "\n",
      "Itinerary  4  =  [([(15038, 251, 34295130, 3.3)], ['Jembatan Sidikalang Wisata', 'Vihara Tri Ratna', 'Air Terjun Sigura Gura'])] \n",
      "\n",
      "Itinerary  5  =  [([(19386, 323, 43936348, 4.0)], ['Old City Hall', 'Rimba Huta Sikapir', 'Tugu Sejarah Perjuangan Asahan'])] \n",
      "\n",
      "Itinerary  6  =  [([(12805, 213, 29343696, 3.7)], ['Gereja Katolik St. Dionysius, Sumbul', 'Kolam Renang Pesona Wisata', 'A8 Village'])] \n",
      "\n",
      "Itinerary  7  =  [([(22606, 377, 51076348, 4.0)], ['Museum Zoologi', 'Wisata Sipinsur', 'Air Terjun Cirocai Sungai Pandahan'])] \n",
      "\n",
      "Itinerary  8  =  [([(26072, 435, 58761826, 3.8)], ['Cafe Goa Kaca', 'Tobasa', 'Luppatan Tali - Tali', 'Gedung Bks Pps', 'Bukit Gibeon (Yapim Taruna)', 'Taman Cadika Pramuka'])] \n",
      "\n",
      "Itinerary  9  =  [([(52161, 869, 116611348, 3.5)], ['Padang Lawas Regency', 'Air Panas Simolap', 'Wisata Alam \"Panatapan Parupuk Julu\"', 'Objek Wisata Pantai Ujung Sibolga', 'Dolok Bunga Sirandorung', 'Pusat Informasi Geopark Kaldera Toba Sigulatti'])] \n",
      "\n",
      "Itinerary  10  =  [([(18422, 307, 41798783, 4.2)], ['Taman Kota Salak (Tugu Salak)', 'Rimba Huta Sikapir', 'Bukit Senyum', 'Air Terjun Cirocai Sungai Pandahan'])] \n",
      "\n",
      "Itinerary  11  =  [([(41827, 697, 93696826, 4.3)], ['Danau Laut Tinggal', 'Elsasya Utama', 'Pemandian Sidamanik', 'Pantai Pelawan', 'Pt. Pmn Travel Bus', 'Bersama Travel', 'Lau Mentar Canyon'])] \n",
      "\n",
      "Itinerary  12  =  [([(30763, 513, 69163609, 4.0)], ['Garunggang', 'Puncak Anai', 'Batu Gajah', 'Objek Wisata Patamuan'])] \n",
      "\n",
      "Itinerary  13  =  [([(16178, 270, 36822957, 3.7)], ['Pemandian Alam Loknya', 'Wisata Bah Kulistik', 'Waterpark Ria'])] \n",
      "\n",
      "Itinerary  14  =  [([(13645, 227, 31206304, 3.8)], ['Bukit Lawang', 'Oyo 1752 Hotel Wisata', 'Museum Deli Serdang', 'Masjid Raya Stabat'])] \n",
      "\n",
      "Itinerary  15  =  [([(13017, 217, 29813783, 4.0)], ['Pesona Alam Panorama Indah. Pt', 'Sialang Batu'])] \n",
      "\n",
      "Itinerary  16  =  [([(5883, 98, 13994913, 4.0)], ['Berastagi', 'Gundaling', 'Berakit-Rakit Ke Hulu'])] \n",
      "\n",
      "Itinerary  17  =  [([(14561, 243, 33237435, 3.7)], ['Tao Lake Rod Onang', 'Kuamang Ujung Gading', 'Kolam Pancing Asri'])] \n",
      "\n",
      "Itinerary  18  =  [([(41785, 696, 93603696, 3.8)], ['Bendungan Batang Tongar', 'Explore Bahorok Adventure Trip', 'Salib Kasih', 'Air Terjun Sigura-Gura', 'Wisata Sipinsur', 'Taman Bunga'])] \n",
      "\n",
      "Itinerary  19  =  [([(64753, 1079, 144532739, 3.9)], ['Simanimbo Waterfall', 'Wisata Air Parsariran', 'Kampung Kuliner', 'Air Terjun Bertala', 'Rosyid Orangutan Tours', 'Pulau Samosir', 'Pt. Hikmah', 'Siba Island Resort', 'Objek Wisata Patamuan'])] \n",
      "\n",
      "Itinerary  20  =  [([(11864, 198, 27257130, 4.5)], ['Berastagi Local Guide', 'Wisata Sipinsur'])] \n",
      "\n",
      "Itinerary  21  =  [([(39546, 659, 88638957, 3.9)], ['Romance Padi Perbaungan', 'Taman Kota Tanjungbalai', 'Air Terjun Kemuning', 'Lorong Pandan', 'Namu Sira-Sira', 'Masjid Al Osmani'])] \n",
      "\n",
      "Itinerary  22  =  [([(3229, 54, 8109957, 3.5)], ['Gang Bengkok Old Mosque', 'Taman Rekreasi Kong Mah'])] \n",
      "\n",
      "Itinerary  23  =  [([(52948, 882, 118356435, 4.2)], ['Objek Wisata Togindrawa Gua', 'Bukit Suligi', 'Pemandian Alam Tirta Sayum Sabah', 'Pantai Katung Binasi', 'Gedung Mabmi', 'A8 Village', 'Bukit Tara Bunga', 'Tobasa'])] \n",
      "\n",
      "Itinerary  24  =  [([(17665, 294, 40120217, 4.0)], ['Jembatan Tano Ponggol', 'Masjid Agung Islamic Centre Pasir Pengaraian Rohul', 'Lubuk Batang Waterfall'])] \n",
      "\n",
      "Itinerary  25  =  [([(17636, 294, 40055913, 4.2)], ['Barusjahe', 'Vihara Pubbarama Buddhist', 'Batak Museum', 'Na Ix-X'])] \n",
      "\n",
      "Itinerary  26  =  [([(24945, 416, 56262826, 3.8)], ['Dokter Travel', 'Rudang Mayang', 'Pantai Pasir Putih Parparean', 'Danau Cipogas Rohul', 'Desa Adat Ragi Hotang Meat'])] \n",
      "\n",
      "Itinerary  27  =  [([(37267, 621, 83585522, 4.0)], ['The Kaldera', 'Warung Info Wisata', 'Danau Marambe', 'Puncak Gundaling Brastagi', 'Taman Rekreasi Kong Mah', 'Muaraopu', 'Pusat Informasi Geopark Kaldera Toba Sigulatti', 'Pt, Yy Traveling Tour And Travel', 'Taman Edukasi Binjai'])] \n",
      "\n",
      "Itinerary  28  =  [([(69645, 1161, 155380217, 3.8)], ['Wisata Alam Siringo', 'Tanjung Apek Beach', 'Pt. Npm Perwakilan On Bus', 'Taman Alamta Jaya', 'Sri Deli Park', 'Air Terjun Nyarai', 'Klenteng Gunung Timur', 'Air Terjun Tarunggang'])] \n",
      "\n",
      "Itinerary  29  =  [([(19677, 328, 44581609, 3.5)], ['Air Terjun Sibabo', 'Pulau Beswesen Tanjungbalai', 'Malay Street Medan', 'Pantai Maligi'])] \n",
      "\n",
      "Itinerary  30  =  [([(11901, 198, 27339174, 4.0)], ['Pas Pam Wisata', 'Air Travel Parsariran'])] \n",
      "\n",
      "Itinerary  31  =  [([(25363, 423, 57189696, 3.3)], ['Malay Street Medan', 'Putri Cahaya Travel', 'Objek Wisata Maggrove Sisarahili Ts'])] \n",
      "\n",
      "Itinerary  32  =  [([(10339, 172, 23875609, 4.0)], ['Kembar Agro', 'Pemandian Pulau Batu (Pulbat)'])] \n",
      "\n",
      "Itinerary  33  =  [([(12709, 212, 29130826, 3.7)], ['Wisata Alam Aek Markusasak', 'Batang Bahal', 'Bakarang Simalem'])] \n",
      "\n",
      "Itinerary  34  =  [([(4453, 74, 10824043, 4.0)], ['Puncak Pelangkah Gading, Kutambaru, Munte, Kab. Karo, Sumut', 'Wisata Makam Papan Tinggi Barus'])] \n",
      "\n",
      "Itinerary  35  =  [([(13872, 231, 31709652, 3.0)], ['Simanimbo Waterfall', 'Parhonasan (Kebun Nenas) Sidumpe Anturi', 'Stasiun Binjai'])] \n",
      "\n",
      "Itinerary  36  =  [([(51328, 855, 114764261, 3.7)], ['Explore Bahorok Adventure Trip', 'Lau Bingai', 'Air Terjun Linggahara-Rantau Prapat', 'Bintang Johor Swimming Pool', 'Taman Lope Lope Bulu Cina', 'Water Park Tambunan'])] \n",
      "\n",
      "Itinerary  37  =  [([(71776, 1196, 160105478, 4.1)], ['Saf Travel Indo', 'Pantai Barat Natal', 'Bukit Tara Bunga', 'Taman Sri Deli', 'Panorama Uruk Lisang', 'Hadabuan Naisogop Waterfalls', 'Wisata Hutan Mangrove Perpat', 'Bukit Teletubies'])] \n",
      "\n",
      "Itinerary  38  =  [([(39933, 666, 89497087, 3.8)], ['Objek Wisata Maggrove Sisarahili Ts', 'Pakkodian Toba', 'Grand Darussalam. Ud', 'Taman Megawati', 'Sri Supramaniyam Temple'])] \n",
      "\n",
      "Itinerary  39  =  [([(38054, 634, 85330609, 3.8)], ['Pantai Pasir Putih', 'Sumur Tua', 'Wisata Agro Kopi Karo', 'Wisata Alam Siringo', 'Bandar Pulau', 'Tangkahan', 'Taman Megawati', 'Siba Island Resort'])] \n",
      "\n",
      "Itinerary  40  =  [([(23239, 387, 52479957, 4.0)], ['Museum Deli Serdang', 'Air Terjun Taman Eden 100, Tobasa', 'Pantai Batu Rusa', 'Jembatan Tano Ponggol', 'Welterbeminimini'])] \n",
      "\n",
      "Itinerary  41  =  [([(7327, 122, 17196826, 4.0)], ['Tugu Sitio', 'Bukit Lawang Trip', 'Taman Selfie'])] \n",
      "\n",
      "Itinerary  42  =  [([(3722, 62, 9203130, 4.0)], ['Gang Bengkok Old Mosque', 'Welterbeminimini'])] \n",
      "\n",
      "Itinerary  43  =  [([(14249, 237, 32545609, 4.0)], ['Air Terjun Taga Hambing', 'Lubuk Batang Waterfall'])] \n",
      "\n",
      "Itinerary  44  =  [([(11148, 186, 25669478, 3.3)], ['Ranika Surf', 'Loket Satu Nusa', 'Objek Wisata Patamuan'])] \n",
      "\n",
      "Itinerary  45  =  [([(4054, 68, 9939304, 3.7)], ['Bukit Lawang', 'West Kisaran', 'Taman Balita Kota Binjai'])] \n",
      "\n",
      "Itinerary  46  =  [([(22727, 379, 51344652, 4.2)], ['Malay Street Medan', 'Waterpark Ria', 'Baneara, Partungko Naginjang', 'Warung Info Wisata', 'Pulau Beswesen Tanjungbalai'])] \n",
      "\n",
      "Itinerary  47  =  [([(51833, 864, 115884043, 4.0)], ['Sbv', 'Bukik Posuak Maek', 'Pinang City', 'Deleng Bencirus', 'Wisata Alam', 'Taman Mutiara Selat Malaka', 'North Namu Ukur', 'Pemandian Air Panas U.S.K Hineni'])] \n",
      "\n",
      "Itinerary  48  =  [([(8337, 139, 19436391, 4.3)], ['Puncak Gundaling Brastagi', 'Tirtanadi Tower', 'Lau Bingai'])] \n",
      "\n",
      "Itinerary  49  =  [([(34724, 579, 77946696, 3.7)], ['Pt. Hikmah', 'Pemandian Air Panas Huta Raja', 'Cross Of Love', \"Pt. Bagus Wisata Holiday's\", 'Air Terjun Pelangi Indah', 'Dinas Kebudayaan & Pariwisata', 'North Namu Ukur', 'Wisata Bendunga Sei Palis', 'Taman Mutiara Selat Malaka'])] \n",
      "\n",
      "Itinerary  50  =  [([(52212, 870, 116724435, 3.7)], ['Air Terjun Sarasah Kajai', 'Air Terjun Kemuning', 'Oyo 1752 Hotel Wisata', 'Pt. Jsa Tour & Travel', 'Bagan Percut', 'Pemandian Alam Tirta Sayum Sabah', 'Frog Rock Tour', 'The Heritage'])] \n",
      "\n",
      "Itinerary  51  =  [([(11533, 192, 26523174, 3.6)], ['Wisata Pancing Sungai Bedera', 'Lau Mentar Canyon', 'Kolam Pancing Sapat', \"Pt. Bagus Wisata Holiday's\", 'Air Terjun Aek Nabontar'])] \n",
      "\n",
      "Itinerary  52  =  [([(13424, 224, 30716261, 4.3)], ['Taman Kota Salak (Tugu Salak)', 'Klenteng Gunung Timur', 'Perkebunan Londut'])] \n",
      "\n",
      "Itinerary  53  =  [([(36719, 612, 82370391, 3.8)], ['Air Terjun Sipitu Tikka', 'Puncak Jb', 'Gundaling', 'Fortress Seven Layer', 'Yayasan Perguruan Sisingamangaraja', 'Pantai Malaya'])] \n",
      "\n",
      "Itinerary  54  =  [([(25253, 421, 56945783, 4.0)], ['Danau Linting', 'Puncak Anai', 'Panatapan Sileme-Leme', 'Pantai Sikilang', 'Mesjid Raya Al-Abror'])] \n",
      "\n",
      "Itinerary  55  =  [([(57123, 952, 127614043, 4.0)], ['Zam Zam Prima Persada. Pt', 'Air Terjun Bah Salak', 'Panatapan Sileme-Leme', 'Lumban Binanga Beach Laguboti', 'Na Ix-X', 'Penangkaran Rusa Universitas Sumatera Utara', 'Market Wisata (Tour Bangkok, Tour Phuket, Tour Medan)', 'Pantai Tiram Tapakis', 'Bair Falls'])] \n",
      "\n",
      "Itinerary  56  =  [([(33693, 562, 75660565, 3.8)], ['Air Terjun Linggahara-Rantau Prapat', 'Sri Deli Park', 'Danau Teratai', 'Pt. Sky Ocean Travel', 'Gang Bengkok Old Mosque'])] \n",
      "\n",
      "Itinerary  57  =  [([(55784, 930, 124644957, 3.9)], ['Bukit Lawang Tour Trekking', 'Wisata Alam', 'Monumen Equator', 'Little India Medan', 'Wisata Sawah Koto', 'Bukit Kubu', 'Abadas Jaya', 'Tugu D.I Panjaitan'])] \n",
      "\n",
      "Itinerary  58  =  [([(26040, 434, 58690870, 4.2)], ['Taman Lope Lope Bulu Cina', 'Taman Kebun Bunga èŒ  榀¢ 圀™', 'Ende Holidays', 'Bayu Lagoon Resto & Taman Rekreasi', 'Wisata Batu Rongring', 'Struggle Monument Berastagi', 'Lau Bingai', 'Kolam Pancing Sapat'])] \n",
      "\n",
      "Itinerary  59  =  [([(19836, 331, 44934174, 4.0)], ['Salib Kasih', 'Titi Gantung Bridge', 'North Namu Ukur', 'Malay Street Medan'])] \n",
      "\n",
      "Itinerary  60  =  [([(43266, 721, 96887652, 3.6)], ['Mora Indah', 'Kebun Binatang Simalingkar Medan', 'Tugu Air Bangis', 'Jln Dusun Lauseridi', 'Masjid Agung Ahmad Bakrie Kisaran'])] \n",
      "\n",
      "Itinerary  61  =  [([(8932, 149, 20755739, 4.0)], ['Monkey Forest Umar Manik Sibaganding', 'Puncak Jb'])] \n",
      "\n",
      "Itinerary  62  =  [([(46835, 781, 104801522, 4.1)], ['Berastagi Local Guide', 'Pantai Pelawan', 'Mobil Wisata Medan', 'Kualuh Hulu', 'Sri Supramaniyam Temple', 'Pantai Cermin Theme Park & Resort Hotel', 'Jembatan Poriaha', 'Air Terjun Gorbus', 'Welterbeminimini'])] \n",
      "\n",
      "Itinerary  63  =  [([(19794, 330, 44841043, 4.3)], ['Lapangan Pasir Tanjung Balai', 'Masjid Agung Sibolga', 'Wisata Batu Rongring'])] \n",
      "\n",
      "Itinerary  64  =  [([(9851, 164, 22793522, 3.0)], ['Taman Sri Deli', 'Batu Marhosa', 'Parhonasan (Kebun Nenas) Sidumpe Anturi'])] \n",
      "\n",
      "Itinerary  65  =  [([(56628, 944, 126516435, 3.9)], ['Air Terjun Sipitu Tikka', 'Sansan Travel', 'Tugu Becak Bsa Siantar', 'Muaraopu', 'Taman Wisata Alam, Pusat Latihan Gajah', 'Alaman Bolak Padang Nadimpu', 'Jembatan Lae Pandaroh'])] \n",
      "\n",
      "Itinerary  66  =  [([(30738, 512, 69108174, 4.0)], ['Vihara Avalokitesvara', 'Wisata Alam Pondok Biru', 'Museum Simalungun', 'Tao Lake Rod Onang'])] \n",
      "\n",
      "Itinerary  67  =  [([(39556, 659, 88661130, 3.8)], ['Leo Tour & Travel (Leo Wisata Medan)', 'Penangkaran Rusa Universitas Sumatera Utara', 'Wisata Madu Aek Nauli', 'Revolution Heroes Monument', 'Masjid Mustaqim, Sikopi-Kopi, Pulo Dogom, Kualuh Hulu, Labuhanbatu Utara, Sumatera Utara.'])] \n",
      "\n",
      "Itinerary  68  =  [([(3435, 57, 8566739, 4.5)], ['Wisata Alam Pondok Biru', 'Bus Wisata'])] \n",
      "\n",
      "Itinerary  69  =  [([(17479, 291, 39707783, 3.3)], ['Elsasya Utama', 'Pantai Arta Indah', 'Pantai Malaya'])] \n",
      "\n",
      "Itinerary  70  =  [([(51416, 857, 114959391, 3.9)], ['Wisata Alam Datuk', 'Wisata Bendunga Sei Palis', 'Tahura (Taman Hutan Raya)', 'Klenteng Gunung Timur', 'Auliya Tour & Travel', 'Beranda Madina', 'Rosyid Orangutan Tours'])] \n",
      "\n",
      "Itinerary  71  =  [([(64648, 1077, 144299913, 3.7)], ['Taman Edukasi Binjai', 'Garunggang', 'Leo Tour & Travel (Leo Wisata Medan)', 'Taman Kota Salak (Tugu Salak)', 'Bagan Percut', 'Beranda Madina', 'Medan City Tour', 'Puncak Tonang', 'Balai Datuk Setia Maharaja Negeri Serdang'])] \n",
      "\n",
      "Itinerary  72  =  [([(51837, 864, 115892913, 3.9)], ['R.M Wisata Indah', 'Wisata Indonesia Itu Indah', 'Winter Holidays', 'Air Soda Kabupaten Karo', 'Ikan Larangan Lubuak Landua', 'Taman Mejuah-Juah', 'Setia Wisata'])] \n",
      "\n",
      "Itinerary  73  =  [([(20655, 344, 46750217, 3.5)], ['Pondok Wisata Lagundi Samosir', 'Waterpark Bima Utomo International', 'Mja Travel', 'Vihara Tri Ratna'])] \n",
      "\n",
      "Itinerary  74  =  [([(25483, 425, 57455783, 4.2)], ['Viewpoint Of Tuktuk Peninsula', 'Pusat Kuliner Kota Sibolga', 'North Namu Ukur', 'Desa Adat Ragi Hotang Meat'])] \n",
      "\n",
      "Itinerary  75  =  [([(35396, 590, 79436783, 4.1)], ['Danau Tao Batang Onang', 'Bukit Lawang Orangutan Trekking', 'Danau Laut Tinggal', 'Alun Alun Kota Kisaran', 'Binjai', 'Bus Wisata', 'Warnawarni Stabat'])] \n",
      "\n",
      "Itinerary  76  =  [([(39416, 657, 88350696, 3.5)], ['Delta', 'Tobasa', 'Dolok Bunga Sirandorung', 'Benteng Jepang', 'Masjid Al Istiqomah', 'Sibio-Bio Advanture Park'])] \n",
      "\n",
      "Itinerary  77  =  [([(13565, 226, 31028913, 4.3)], ['Monkey Forest Umar Manik Sibaganding', 'Lau Mentar Canyon', 'Pawan Hot Water'])] \n",
      "\n",
      "Itinerary  78  =  [([(4847, 81, 11697696, 4.0)], ['Pantai Pelawan', 'T.Garden'])] \n",
      "\n",
      "Itinerary  79  =  [([(28104, 468, 63267565, 4.2)], ['Air Soda Kabupaten Karo', 'De Hole Laguna', 'Bukit Lawang Travel', 'Beach Island Karang'])] \n",
      "\n",
      "Itinerary  80  =  [([(45340, 756, 101486522, 4.0)], ['Taman Cadika Pramuka', 'Old City Hall', 'Lau Perkoh', 'Wisata Bendunga Sei Palis', 'Batang Bahal', 'Jembatan Lae Pandaroh'])] \n",
      "\n",
      "Itinerary  81  =  [([(17113, 285, 38896217, 3.8)], ['Pantai Pasir Putih', 'Air Terjun Lenggo Geni', 'Penangkaran Buaya Asam Kumbang', 'Jembatan Sidikalang Wisata', 'Letter Z'])] \n",
      "\n",
      "Itinerary  82  =  [([(58670, 978, 131044348, 4.0)], ['Pantai Barat', 'Monkey Forest Umar Manik Sibaganding', 'Batu Marhosa', 'Azizi Mosque', 'Botanical Samosir', 'Mangrove Tour Lubuk Kertang', 'Air Terjun Linggahara-Rantau Prapat', 'Viewpoint Of Tuktuk Peninsula'])] \n",
      "\n",
      "Itinerary  83  =  [([(19411, 324, 43991783, 4.0)], ['Pantai Pelawan', 'Berastagi Local Guide', 'Pantai Ketam', 'Air Terjun Tarunggang'])] \n",
      "\n",
      "Itinerary  84  =  [([(36710, 612, 82350435, 3.6)], ['Lau Mentar Canyon', 'Jembatan Sidikalang Wisata', 'Lingga Cultural Village', 'Pinang City', 'Wisata Pancing Sungai Bedera', 'Air Terjun Sampuran Widuri', 'Toba Lake Sibolahotang Beautiful Beach'])] \n",
      "\n",
      "Itinerary  85  =  [([(32248, 537, 72456435, 3.6)], ['Air Terjun Linggahara-Rantau Prapat', 'Pertunjukan Tari Sigale Gale', 'Bukit Tara Bunga', 'Pakkodian Toba', 'Botanical Samosir', 'Kualuh Hulu', 'Kantor Po Pinem Bus', 'Taman Bunga'])] \n",
      "\n",
      "Itinerary  86  =  [([(5384, 90, 12888435, 4.0)], ['Counters Kupj Simpang Sei Kopas', 'Garunggang'])] \n",
      "\n",
      "Itinerary  87  =  [([(57215, 954, 127818043, 3.6)], ['Aek Milas', 'Bekancan River', 'Pesona Alam Panorama Indah. Pt', 'Fortress Seven Layer', 'Danau Sipogas', 'Sri Supramaniyam Temple', 'Travel Panyabungan Padang', 'Taman Danau Wisata Bunga Tujuh'])] \n",
      "\n",
      "Itinerary  88  =  [([(13319, 222, 30483435, 4.0)], ['Sibolga Dutch Tunnel', 'Air Terjun Aek Nabontar', 'Air Travel Parsariran'])] \n",
      "\n",
      "Itinerary  89  =  [([(24366, 406, 54978957, 4.0)], ['Umbul Ejuk', 'Rudang Mayang', 'Objek Wisata Patamuan', 'Pulau Pigago'])] \n",
      "\n",
      "Itinerary  90  =  [([(29317, 489, 65957261, 3.7)], ['Museum Karo Lingga', 'Taman Air Percut', 'Nice Trans Kisaran', 'Pantai Maligi', 'Pemandian Alam Bendungan Ginbers', 'Batu Marhosa', 'Baneara, Partungko Naginjang'])] \n",
      "\n",
      "Itinerary  91  =  [([(49258, 821, 110174261, 3.5)], ['Air Terjun Nai Sogop', 'Objek Wisata Maggrove Sisarahili Ts', 'The Le Hu Garden', 'Rimba Huta Sikapir', 'Permata Asri Stabat', 'Sopo Partungkoan', 'Sp.Lau Petundal', 'Saba Napa'])] \n",
      "\n",
      "Itinerary  92  =  [([(12552, 209, 28782696, 4.0)], ['Air Terjun Aek Matua', 'Pemandian Alam Loknya'])] \n",
      "\n",
      "Itinerary  93  =  [([(58558, 976, 130796000, 4.0)], ['Tugu Air Mancur Sinar Indonesia Baru Petisah', 'Karo Regency', 'Pulau Beswesen Tanjungbalai', 'Taman Balita Kota Binjai', 'Pantai Katung Binasi', 'Objek Wisata Patamuan', 'Biro Jasa', 'The Kaldera', 'Kolam Renang Pesona Wisata'])] \n",
      "\n",
      "Itinerary  94  =  [([(52887, 881, 118221174, 4.0)], ['Lorong Indah', 'Vania Travel', 'Masjid Raya Al Osmani', 'Pondok Wisata Lagundi Samosir', 'Pantai Batu Rusa', 'Objek Wisata Patamuan', 'Alaman Bolak Padang Nadimpu', 'Botanical Samosir'])] \n",
      "\n",
      "Itinerary  95  =  [([(13780, 230, 31505652, 3.8)], ['Perumahaan Azalea Asri', 'Objek Wisata Togindrawa Gua', 'Alam Wisata Danau Laut Tador', 'Wisata Hutan Mangrove Perpat'])] \n",
      "\n",
      "Itinerary  96  =  [([(71963, 1199, 160520130, 3.8)], ['Tugu Marga Silalahi', 'Puncak Paranginan,Aek Nabirong', 'Pantai Indah Sipinggan', 'Air Terjun Kemuning', 'Loket Bus Bintang Utara', 'Simpang Bantoon', 'Nice Trans Kisaran', 'Romance Padi Perbaungan'])] \n",
      "\n",
      "Itinerary  97  =  [([(35313, 589, 79252739, 4.4)], ['Kebun Madu Efi', 'Masjid Al Istiqomah', 'Bukit Gibeon (Yapim Taruna)', 'Puncak Bukit Galau', 'Mobil Wisata Medan'])] \n",
      "\n",
      "Itinerary  98  =  [([(35825, 597, 80388043, 4.1)], ['Langkat Regency', 'Pantai Batu Rusa', 'Taman Bunga', 'Tugu D.I Panjaitan', 'Anugerah Soambaton Beach', 'Umbul Ejuk', 'Dairi Regency'])] \n",
      "\n",
      "Itinerary  99  =  [([(34304, 572, 77015391, 3.9)], ['Twa Lau Debuk-Debuk', 'Efrata Waterfall', 'Sp.Lau Petundal', 'Tugu Silahi Sabungan', 'Wisata Alam Pondok Biru', 'Monumen Halilintar', 'Pemandian Air Panas Goa Ergendang', 'Na Ix-X'])] \n",
      "\n",
      "Itinerary  100  =  [([(35086, 585, 78749391, 4.4)], ['Toba Lake Sibolahotang Beautiful Beach', 'Agrowisata Hidro Aa', 'Panatapan Parhalow', 'Medan City Tour', 'Museum Kota Tebing Tinggi', 'Pantai Batu Rusa', 'T.Garden'])] \n",
      "\n",
      "Itinerary  101  =  [([(8067, 134, 18837696, 4.5)], ['Lorong Pandan', 'Air Terjun Cirocai Sungai Pandahan'])] \n",
      "\n",
      "Itinerary  102  =  [([(43357, 723, 97089435, 3.8)], ['Air Terjun Linggahara-Rantau Prapat', 'Mandailing Natal Regency', 'Bus Wisata', 'Pantai Bul Bul', 'Peceren Karo Village', 'Masjid Mustaqim, Sikopi-Kopi, Pulo Dogom, Kualuh Hulu, Labuhanbatu Utara, Sumatera Utara.', 'Berastagi Local Guide', 'Perumahaan Azalea Asri'])] \n",
      "\n",
      "Itinerary  103  =  [([(27208, 453, 61280783, 3.8)], ['North Namu Ukur', 'Bagan Percut', 'Air Terjun Linggahara-Rantau Prapat', 'Agrowisata Hidro Aa'])] \n",
      "\n",
      "Itinerary  104  =  [([(20397, 340, 46178130, 4.7)], ['Mobil Wisata Medan', 'Aek Malapari', 'Pantai Bul Bul'])] \n",
      "\n",
      "Itinerary  105  =  [([(79568, 1326, 177383391, 3.6)], ['Warung Info Wisata', 'Wisata Alam', 'Objek Wisata Maggrove Sisarahili Ts', 'Pantai Bukit Malintang Buburan', 'Masjid Raya', 'Wisata Rekreasi Danau Buatan', 'Air Terjun Sigura Gura'])] \n",
      "\n",
      "Itinerary  106  =  [([(25192, 420, 56810522, 4.6)], ['De Hole Laguna', 'Darul Umroh', 'Connectingjungle', 'Sri Supramaniyam Temple', 'Bus Wisata'])] \n",
      "\n",
      "Itinerary  107  =  [([(65745, 1096, 146732391, 4.0)], ['Jembatan Poriaha', 'Pusat Kuliner Kota Sibolga', 'Makam Ompung Parmata Sapihak', 'Kolam Pancing Asri', 'Aek Milas Paringgonan Sibuhuan', 'Connectingjungle', 'Bukit Teletubies', 'Tao Lake Rod Onang', 'Bukit Lawang Tour Trekking'])] \n",
      "\n",
      "Itinerary  108  =  [([(38259, 638, 85785174, 4.0)], ['Pt. Npm Perwakilan On Bus', 'Lau Teba Langkat', 'Pemandian Air Panas U.S.K Hineni', 'Danau Laut Tinggal', 'Air Terjun Betala'])] \n",
      "\n",
      "Itinerary  109  =  [([(10092, 168, 23327913, 4.0)], ['Ksu Antara Travel', 'Batang Bahal'])] \n",
      "\n",
      "Itinerary  110  =  [([(8543, 142, 19893174, 3.5)], ['Aek Kanopan', 'Pemandian Alam Agape'])] \n",
      "\n",
      "Itinerary  111  =  [([(34497, 575, 77443348, 3.9)], ['Wisata Alam Datuk', 'Berastagi', 'Pantai Malaya', 'Taman Megawati', 'Museum Karo Lingga', 'Salak Monument Pakkat', 'Saf Travel Indo', 'Pantai Pelawan'])] \n",
      "\n",
      "Itinerary  112  =  [([(12226, 204, 28059826, 3.0)], ['Air Terjun Sarasah Kajai', 'Perumahaan Azalea Asri'])] \n",
      "\n",
      "Itinerary  113  =  [([(28515, 475, 64178913, 4.0)], ['Vihara Budha Taman Iman', 'Pas Pam Wisata', 'The Heritage', \"Five Star Int'l Travel\", 'Aek Milas Paringgonan Sibuhuan', 'Kolam Pancing Sapat', 'West Kisaran'])] \n",
      "\n",
      "Itinerary  114  =  [([(42421, 707, 95013957, 4.2)], ['Masjid Agung Islamic Centre Pasir Pengaraian Rohul', 'Taman Alamta Jaya', 'Air Terjun Baburai', 'Air Terjun Betala', 'Telagah', 'Mester Bukit Lawang (Tour Guide)', 'Wisata Pancing Sungai Bedera', 'Kantor Dinas Pariwisata Kabupaten Humbang Hasundutan'])] \n",
      "\n",
      "Itinerary  115  =  [([(88307, 1472, 196761174, 3.8)], ['Pawan Hot Water', 'Bukit Teletubies', 'Sabah Simelir', 'Vihara Budha Taman Iman', 'Jembatan Tano Ponggol', 'Pasar Buah Berastagi', 'Wisata Alam', 'Sini Suka Natural Bath Sibiru-Biru', 'Romance Padi Perbaungan'])] \n",
      "\n",
      "Itinerary  116  =  [([(30674, 511, 68966261, 4.0)], ['Vania Travel', 'Stabat', 'Binjai', 'Klenteng Gunung Timur', 'Welterbeminimini', 'Pantai Kaca'])] \n",
      "\n",
      "Itinerary  117  =  [([(7588, 126, 17775565, 4.3)], ['Millenium Wisata Indah Pt', 'Air Soda Kabupaten Karo', 'Taman Mutiara Selat Malaka'])] \n",
      "\n",
      "Itinerary  118  =  [([(44609, 743, 99865609, 3.9)], ['Jembatan Poriaha', 'Toddler Garden Binjai', 'Terminal Berastagi', 'Warnawarni Stabat', 'Batu Kursi Raja Siallagan ( Stone Chair Of King Siallagan )', 'Kuil Shri Mariamman', 'Pantai Kaca', 'Lubuk Larangan Desa Padang Bulan'])] \n",
      "\n",
      "Itinerary  119  =  [([(29325, 489, 65975000, 3.8)], ['Pantai Pongkar', 'Jembatan Lau Luhung, Gunung Meriah.', 'Disparbud Dairi', 'Pasar Buah Berastagi'])] \n",
      "\n",
      "Itinerary  120  =  [([(15208, 253, 34672087, 3.7)], ['Kota Padang Sidempuan', 'Klenteng Gunung Timur', 'Air Terjun Bah Salak'])] \n",
      "\n",
      "Itinerary  121  =  [([(42577, 710, 95359870, 3.7)], ['Masjid Al Osmani', 'Tumori Traditional Village', 'Tangkahan', 'Air Terjun Pantai Salak', 'Air Travel Parsariran', 'Air Panas Simolap'])] \n",
      "\n",
      "Itinerary  122  =  [([(24568, 409, 55426870, 4.2)], ['Taman Mini Travel Langkat', 'Beranda Madina', 'Pantai Paris', 'Na Ix-X'])] \n",
      "\n",
      "Itinerary  123  =  [([(40149, 669, 89976043, 3.6)], ['Bukit Kubu', 'Pawan Hot Water', 'Taman Remaja Binjai', 'Pt, Yy Traveling Tour And Travel', 'Tanah Lapang Merdeka Binjai', 'Balai Datuk Setia Maharaja Negeri Serdang', 'West Kisaran'])] \n",
      "\n",
      "Itinerary  124  =  [([(14199, 237, 32434739, 4.0)], ['Sibolga Dutch Tunnel', 'Pantai Bukit Malintang Buburan', 'Dermaga Silalahi'])] \n",
      "\n",
      "Itinerary  125  =  [([(27305, 455, 61495870, 4.2)], ['Air Terjun Lumban Rang', 'Monumen Halilintar', 'Tugu Silahi Sabungan', 'Awaliyah Tour And Travel', 'Sumur Tua'])] \n",
      "\n",
      "Itinerary  126  =  [([(47856, 798, 107065478, 4.1)], ['Letter Z', 'Air Terjun Saringgana', 'Setia Wisata', 'Jembatan Lae Pandaroh', 'Laterzhya Zimhuli', 'Danau Sipogas', 'Pemandian Air Panas Huta Raja', 'Rm Batunadua Indah'])] \n",
      "\n",
      "Itinerary  127  =  [([(13076, 218, 29944609, 4.0)], ['Taman Sungai Padang', 'Na Ix-X', 'Bukit Gibeon (Yapim Taruna)'])] \n",
      "\n",
      "Itinerary  128  =  [([(30670, 511, 68957391, 3.9)], ['Pemandian Air Panas - Batu Bara ( 50 )', 'Puncak Jb', 'Masjid Agung Kota Binjai', 'Namu Sira-Sira', 'Vihara Tri Ratna', 'Connectingjungle', 'Pemandian Air Panas Rianiate'])] \n",
      "\n",
      "Itinerary  129  =  [([(56788, 946, 126871217, 4.3)], ['Padang Lawas Regency', 'Binjai', 'Bukik Posuak Maek', 'Pantai Sikabau', 'Air Panas Simolap', 'Bukit Lawang Explore', 'Awaliyah Tour And Travel'])] \n",
      "\n",
      "Itinerary  130  =  [([(1385, 23, 4021087, 3.5)], ['Pulau Malau', 'Zam Zam Prima Persada. Pt'])] \n",
      "\n",
      "Itinerary  131  =  [([(26800, 447, 60376087, 4.2)], ['Desa S.Kalangan Ii', 'Musala Waterfall', 'Tao Lake Rod Onang', 'Lumban Binanga Beach Laguboti'])] \n",
      "\n",
      "Itinerary  132  =  [([(2078, 35, 5557739, 4.5)], ['Pt. Sky Ocean Travel', 'Little India Medan'])] \n",
      "\n",
      "Itinerary  133  =  [([(20928, 349, 47355565, 4.0)], ['Air Terjun Lembah Sipogas', 'Museum Perkebunan Indonesia', 'Air Terjun Malakkut'])] \n",
      "\n",
      "Itinerary  134  =  [([(25877, 431, 58329435, 4.0)], ['Tanjung Apek Beach', 'Saba Napa', 'Waterpark Bima Utomo International', 'Warisan Dunia Minimini', 'Pt Farnaz Utama'])] \n",
      "\n",
      "Itinerary  135  =  [([(39511, 659, 88561348, 4.0)], ['Toba Lake Sibolahotang Beautiful Beach', 'Pantai Simallo', 'Mesjid Raya Al-Abror', \"Penginapan King's Ambarita\", 'Bukit Lawang Orangutan Trekking', 'Pemandian Air Panas Sibayak Mardinding Julu', 'Jembatan Tano Ponggol'])] \n",
      "\n",
      "Itinerary  136  =  [([(51078, 851, 114209913, 3.9)], ['Desa S.Kalangan Ii', 'Romance Padi Perbaungan', 'Loket Bus Bintang Utara', 'Wisata Taman Merci', 'Air Terjun Aek Godang', 'Millenium Wisata Indah Pt', 'Counters Kupj Simpang Sei Kopas', 'Gunung Pandan River Tourism Area'])] \n",
      "\n",
      "Itinerary  137  =  [([(3282, 55, 8227478, 3.7)], ['Pool Bus Intra', 'Taman Gajah Mada', 'Air Terjun Pantai Salak'])] \n",
      "\n",
      "Itinerary  138  =  [([(22703, 378, 51291435, 4.4)], ['Air Terjun Baburai', 'Pantai Ketam', 'Taman Gajah Mada', 'Pemandu Bukit Lawang', 'Waterpark Bima Utomo International'])] \n",
      "\n",
      "Itinerary  139  =  [([(38771, 646, 86920478, 3.8)], ['Taman Aek Kota Batu Labura', 'Handreva Tour', 'Tugu Pramuka', 'Pantai Pulau Putri', 'Warisan Dunia Minimini', 'Pantai Malaya'])] \n",
      "\n",
      "Itinerary  140  =  [([(8010, 134, 18711304, 3.7)], ['Lae Simbellen', 'Budaya Resto', 'Rm Batunadua Indah'])] \n",
      "\n",
      "Itinerary  141  =  [([(47379, 790, 106007783, 4.0)], ['Botanical Samosir', 'Taman Bukit Gelanggang', 'Bendungan Batang Tongar', 'Water Park Tambunan', 'Lau Mentar Canyon', 'Tapian Puti', 'Air Terjun Sipitu Tikka', 'Kantor Po Pinem Bus'])] \n",
      "\n",
      "Itinerary  142  =  [([(20953, 349, 47411000, 4.0)], ['Lau Mentar Canyon', 'Simanimbo Waterfall', 'Tapian Siri-Siri Syariah', 'Tugu Jeruk Berastagi'])] \n",
      "\n",
      "Itinerary  143  =  [([(17046, 284, 38747652, 4.0)], ['Tugu Pramuka', 'Thermal Baths U.S.K Hineni', 'Wisata Sawah Koto'])] \n",
      "\n",
      "Itinerary  144  =  [([(47254, 788, 105730609, 4.2)], ['Tugu Kol', 'Pemandian Pulau Batu (Pulbat)', 'Sibio-Bio Adventure Park', 'Danau Laut Tinggal', 'Masjid Raya Nur Addin', 'Bukit Burung'])] \n",
      "\n",
      "Itinerary  145  =  [([(281, 5, 1573087, 4.0)], ['Gedung Bks Pps', 'Penangkaran Rusa Universitas Sumatera Utara'])] \n",
      "\n"
     ]
    }
   ],
   "source": [
    "itertools = printils.resultils()\n",
    "itertools"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[[([(11057, 184, 25467696, 3.7)],\n",
       "   ['Vania Travel', 'Taman Aek Kota Batu Labura', 'Air Terjun Nyarai'])],\n",
       " [([(5319, 89, 12744304, 4.0)],\n",
       "   ['Pt. Raya Utama Travel', 'Revolution Heroes Monument'])],\n",
       " [([(47819, 797, 106983435, 3.6)],\n",
       "   ['Air Terjun Taga Hambing',\n",
       "    'Simonis',\n",
       "    'Masjid Agung Sumatera Utara',\n",
       "    'Efrata Waterfall',\n",
       "    'West Kisaran',\n",
       "    'Kantor Dinas Pariwisata Kabupaten Humbang Hasundutan',\n",
       "    'Bandar Pulau',\n",
       "    'Dermaga Silalahi',\n",
       "    'Balai Datuk Setia Maharaja Negeri Serdang'])],\n",
       " [([(47118, 785, 105429043, 4.1)],\n",
       "   ['Bukit Lawang',\n",
       "    'Bakarang Simalem',\n",
       "    'Little India Medan',\n",
       "    'Deleng Bencirus',\n",
       "    'Taman Bukit Gelanggang',\n",
       "    'Taman Gajah Mada',\n",
       "    'Waterfall Pelangi Indah',\n",
       "    'Stabat'])],\n",
       " [([(34105, 568, 76574130, 3.7)],\n",
       "   ['Sitinjo',\n",
       "    'Lau Bengkelade Kuta',\n",
       "    'Monumen Equator',\n",
       "    'Kolam Pancing Sapat',\n",
       "    'Tanjung Unta',\n",
       "    'Bagan Percut',\n",
       "    'Tugu Air Bangis'])],\n",
       " [([(43293, 722, 96947522, 3.7)],\n",
       "   ['Lingga Cultural Village',\n",
       "    'The Le Hu Garden',\n",
       "    'Museum Pusaka Karo - Berastagi',\n",
       "    'Lyza Outbount',\n",
       "    'Air Terjun Saringgana',\n",
       "    'Bukit Senyum',\n",
       "    'Rumah Irmayanti Lubis'])],\n",
       " [([(55157, 919, 123254652, 4.3)],\n",
       "   ['Kupu-Kupu Garden Guest House & Cafe',\n",
       "    'Telagah',\n",
       "    'Puncak Anai',\n",
       "    'Asahan Regency',\n",
       "    'Taman Pesona Asri',\n",
       "    'Abadas Jaya',\n",
       "    'Sampuren Tutuen Sige',\n",
       "    'Saf Travel Indo',\n",
       "    'Niagara Tanjung Raja'])],\n",
       " [([(10882, 181, 25079652, 3.5)],\n",
       "   ['Museum Zoologi', 'Lubuk Batang Waterfall'])],\n",
       " [([(5765, 96, 13733261, 4.0)],\n",
       "   ['Pemandian Air Panas - Batu Bara ( 50 )', 'Biro Jasa'])],\n",
       " [([(15311, 255, 34900478, 3.8)],\n",
       "   ['Desa Adat Ragi Hotang Meat',\n",
       "    'Masjid Mustaqim, Sikopi-Kopi, Pulo Dogom, Kualuh Hulu, Labuhanbatu Utara, Sumatera Utara.',\n",
       "    'Wisata Taman Merci',\n",
       "    'Tugu Pramuka',\n",
       "    'Patung Dewi Kwan Im',\n",
       "    'Deleng Bencirus'])],\n",
       " [([(14964, 249, 34131043, 3.8)],\n",
       "   ['Salak Monument Pakkat',\n",
       "    'Delta',\n",
       "    'Masjid Raya Al Osmani',\n",
       "    'Pantai Indah Sipinggan'])],\n",
       " [([(21997, 367, 49725957, 4.0)],\n",
       "   ['Bukit Burung',\n",
       "    'Gunung Pandan River Tourism Area',\n",
       "    'Siregar Aek Nalas',\n",
       "    'Medan City Tour',\n",
       "    'Taman Rekreasi Kong Mah'])],\n",
       " [([(28302, 472, 63706609, 4.0)],\n",
       "   ['Taman Gajah Mada',\n",
       "    'Masjid Raya Kisaran Kota',\n",
       "    'Sbv',\n",
       "    'Plta Sipansihaporas',\n",
       "    'Lorong Pandan',\n",
       "    'Dermaga Silalahi'])],\n",
       " [([(46265, 771, 103537609, 4.0)],\n",
       "   ['Batu Gantung',\n",
       "    'Masjid Raya Stabat',\n",
       "    'Puncak Saragodung',\n",
       "    'Setia Wisata',\n",
       "    'Pemandian Alam Agape',\n",
       "    'Masjid Raya Kisaran Kota',\n",
       "    'Agen Bus Karina'])],\n",
       " [([(43185, 720, 96708043, 3.4)],\n",
       "   ['Bekancan River',\n",
       "    'Millenium Wisata Indah Pt',\n",
       "    'Objek Wisata Pantai Ujung Sibolga',\n",
       "    'Taman Benteng Lions Club',\n",
       "    'Sitinjo',\n",
       "    'Wisata Air Parsariran',\n",
       "    'Parhallow Viewpoint And Coffee Shop'])],\n",
       " [([(47440, 791, 106143043, 3.9)],\n",
       "   ['Objek Wisata Maggrove Sisarahili Ts',\n",
       "    'Sidebuk Debuk Thermal Baths Berastagi',\n",
       "    'Beranda Madina',\n",
       "    'Bukit Lawang Day Trek',\n",
       "    'Gedung Mabmi',\n",
       "    'Terminal Berastagi',\n",
       "    'Tugu Air Mancur Sinar Indonesia Baru Petisah',\n",
       "    'Bintang Johor Swimming Pool',\n",
       "    'Pt. Dairi Transport'])],\n",
       " [([(61632, 1027, 137612261, 4.0)],\n",
       "   ['Bahal Temple I',\n",
       "    'Permata Asri Stabat',\n",
       "    'Poldung',\n",
       "    'Warung Info Wisata',\n",
       "    'Masjid Raya Al Osmani',\n",
       "    'Mandailing Natal Regency',\n",
       "    'Pantai Sorake Nias Selatan',\n",
       "    'Gedung Bks Pps'])],\n",
       " [([(1744, 29, 4817130, 4.5)], ['Bus Wisata', 'Air Terjun Sipitu Tikka'])],\n",
       " [([(25051, 418, 56497870, 4.0)],\n",
       "   ['Taman Cadika Pramuka',\n",
       "    'Wisata Merci',\n",
       "    'Sopo Partungkoan',\n",
       "    'Patung Dewi Kwan Im'])],\n",
       " [([(42067, 701, 94229000, 4.2)],\n",
       "   ['Batak Museum',\n",
       "    'Bukitlawang Trek',\n",
       "    'Air Terjun Sarasah Kajai',\n",
       "    'Panatapan Parhalow',\n",
       "    'Bukit Suligi',\n",
       "    'Air Terjun Aek Nabontar'])],\n",
       " [([(6851, 114, 16141348, 3.7)],\n",
       "   ['Budaya Resto', 'Letter Z', 'Alam Wisata Danau Laut Tador'])],\n",
       " [([(33788, 563, 75871217, 4.0)],\n",
       "   ['Tugu Pahlawan Revolusi',\n",
       "    'Air Terjun Simonang Monang',\n",
       "    'Gedung Mabmi',\n",
       "    'Kuil Shri Mariamman',\n",
       "    'Embae Tour & Travel',\n",
       "    'Pantai Batu Rusa',\n",
       "    'Kebun Madu Efi'])],\n",
       " [([(9809, 163, 22700391, 3.3)],\n",
       "   ['Air Terjun Nyarai',\n",
       "    'Pemandian Air Panas Goa Ergendang',\n",
       "    'Air Terjun Sitiotio'])],\n",
       " [([(15324, 255, 34929304, 4.0)],\n",
       "   ['Counters Kupj Simpang Sei Kopas',\n",
       "    'Parhallow Viewpoint And Coffee Shop',\n",
       "    'Pulau Beswesen Tanjungbalai'])],\n",
       " [([(8008, 133, 18706870, 4.0)],\n",
       "   ['Leo Tour & Travel (Leo Wisata Medan)', 'Embae Tour & Travel'])],\n",
       " [([(13070, 218, 29931304, 3.8)],\n",
       "   ['Tahura (Taman Hutan Raya)',\n",
       "    'Museum Negeri Sumatera Utara',\n",
       "    'Monumen Loko Uap Du Croo & Braun',\n",
       "    'Vihara Avalokitesvara',\n",
       "    'Berakit-Rakit Ke Hulu'])],\n",
       " [([(13589, 226, 31082130, 4.5)], ['Sumatra Jungle Trek', 'Batu Marhosa'])],\n",
       " [([(19912, 332, 45102696, 4.0)],\n",
       "   ['Vihara Avalokitesvara', 'Pantai Batu Rusa', 'Air Terjun Pelangi Indah'])],\n",
       " [([(35382, 590, 79405739, 4.0)],\n",
       "   ['Masjid Agung Ahmad Bakrie Kisaran',\n",
       "    'Hotel Pesona Wisata',\n",
       "    'Masjid Lama Gang Bengkok',\n",
       "    'Awaliyah Tour And Travel'])],\n",
       " [([(7607, 127, 17817696, 4.7)],\n",
       "   ['Taman Pesona Asri', 'Vihara Budha Taman Iman', 'Pantai Kenangan'])],\n",
       " [([(35789, 596, 80308217, 3.8)],\n",
       "   ['Gedung Bks Pps',\n",
       "    'Air Terjun Malakkut',\n",
       "    'R.M Wisata Indah',\n",
       "    'Ende Holidays',\n",
       "    'Danau Marambe',\n",
       "    'Wisata Sawah Koto'])],\n",
       " [([(30503, 508, 68587087, 4.0)],\n",
       "   ['Stasiun Binjai',\n",
       "    'Pool Bus Intra',\n",
       "    'Magic Eye 3d Art Museum',\n",
       "    'Pantai Simallo',\n",
       "    'Saba Napa'])],\n",
       " [([(23323, 389, 52666217, 3.6)],\n",
       "   ['Tour Accomodation',\n",
       "    'Tugu Silahi Sabungan',\n",
       "    'Replika Pagoda Shwedagon',\n",
       "    'Wisata Alam Siringo',\n",
       "    'Cafe Goa Kaca',\n",
       "    'Biro Jasa',\n",
       "    'Masjid Mustaqim, Sikopi-Kopi, Pulo Dogom, Kualuh Hulu, Labuhanbatu Utara, Sumatera Utara.',\n",
       "    'Air Terjun Sigura-Gura'])],\n",
       " [([(40389, 673, 90508217, 3.2)],\n",
       "   ['Bekas Istana Kesultanan Asahan',\n",
       "    'Objek Wisata Maggrove Sisarahili Ts',\n",
       "    'Pulau Poncan',\n",
       "    'Disparbud Dairi',\n",
       "    'Sitinjo',\n",
       "    'Monumen Loko Uap Du Croo & Braun',\n",
       "    'Menara Tirtanadi',\n",
       "    'Sopo Partungkoan',\n",
       "    'The Le Hu Garden'])],\n",
       " [([(13632, 227, 31177478, 4.5)],\n",
       "   ['Pemandian Air Panas Tirto Kencono', 'Uruk Ndaholi'])],\n",
       " [([(39060, 651, 87561304, 3.5)],\n",
       "   ['Air Terjun Tarunggang',\n",
       "    'Tour Guide,Tarna Sagala.German &Dutch Speaking',\n",
       "    'Pemandian Air Panas Goa Ergendang',\n",
       "    'Air Terjun Efrata',\n",
       "    'Bayu Lagoon Resto & Taman Rekreasi',\n",
       "    'Air Terjun Sempugen',\n",
       "    'Air Terjun Ponot',\n",
       "    'Permata Asri Stabat'])],\n",
       " [([(83170, 1386, 185370435, 3.9)],\n",
       "   ['R.M Wisata Indah',\n",
       "    'Air Terjun Lenggo Geni',\n",
       "    'Jln Dusun Lauseridi',\n",
       "    'Pulau Beswesen Tanjungbalai',\n",
       "    'Wisata Agro Kopi Karo',\n",
       "    'Bukit Senyum',\n",
       "    'Pondok Wisata Lagundi Samosir',\n",
       "    'Azizi Mosque',\n",
       "    'Pt. Dairi Transport'])],\n",
       " [([(12614, 210, 28920174, 4.3)],\n",
       "   ['Vihara Budha Taman Iman',\n",
       "    'Air Terjun Binanga Bolon',\n",
       "    'Taman Alamta Jaya'])],\n",
       " [([(53823, 897, 120296652, 4.1)],\n",
       "   ['Pasar Tomok',\n",
       "    'Pantai Ketam',\n",
       "    'Peceren Karo Village',\n",
       "    'Air Terjun Sitiotio',\n",
       "    'Air Terjun Baburai',\n",
       "    'Great Mosque',\n",
       "    'Yayasan Perguruan Sisingamangaraja',\n",
       "    'Simpang Pantai Monyet',\n",
       "    'Tanjung Pura'])],\n",
       " [([(24355, 406, 54954565, 4.3)],\n",
       "   ['Kampung Kuliner',\n",
       "    'Twins Travel',\n",
       "    'Bat Cave, Bukit Lawang',\n",
       "    'Pantai Maligi',\n",
       "    'Tugu Simpang Empat',\n",
       "    'Na Ix-X',\n",
       "    'Masjid Agung Sumatera Utara'])],\n",
       " [([(32741, 546, 73549609, 3.6)],\n",
       "   ['Bukit Senyum',\n",
       "    'Tugu Pahlawan Revolusi',\n",
       "    'Air Terjun Lumban Rang',\n",
       "    'Parhonasan (Kebun Nenas) Sidumpe Anturi',\n",
       "    'Air Terjun Pelangi Indah',\n",
       "    'Wisata Merci',\n",
       "    'Penatapan Pamah Simelir'])],\n",
       " [([(58978, 983, 131727304, 4.0)],\n",
       "   ['Air Terjun Kemuning',\n",
       "    'Gunung Pandan River Tourism Area',\n",
       "    'Bukit Suligi',\n",
       "    'Langkat Regency',\n",
       "    'Masjid Raya',\n",
       "    'Simanimbo Waterfall',\n",
       "    'Musala Waterfall',\n",
       "    'Tugu Air Mancur Majestik'])],\n",
       " [([(17753, 296, 40315348, 4.2)],\n",
       "   ['Pemandian Alam Bolang',\n",
       "    'Gang Bengkok Old Mosque',\n",
       "    'Wisata Madu Aek Nauli',\n",
       "    'Air Terjun Simonang Monang'])],\n",
       " [([(25066, 418, 56531130, 3.7)],\n",
       "   ['Go Adventure Tour & Travel Indonesia',\n",
       "    'Budaya Resto',\n",
       "    'Taman Wisata Alam, Pusat Latihan Gajah',\n",
       "    'Pt Wisata Habibah Berkah',\n",
       "    'Taman Gajah Mada',\n",
       "    'Gedung Mabmi',\n",
       "    'Rudang Mayang'])],\n",
       " [([(54772, 913, 122400957, 3.7)],\n",
       "   ['Kisaran Kota',\n",
       "    'Elsasya Utama',\n",
       "    'Wisata Alam Aek Sordang',\n",
       "    'Landak River',\n",
       "    'Vihara Avalokitesvara',\n",
       "    'Taman Mini Travel Langkat',\n",
       "    'De Hole Laguna'])],\n",
       " [([(16462, 274, 37452696, 4.0)],\n",
       "   ['Sopo Tinjak',\n",
       "    'Objek Wisata Pantai Ujung Sibolga',\n",
       "    'Pt. Npm Perwakilan On Bus',\n",
       "    'Danau Marambe'])],\n",
       " [([(11838, 197, 27199478, 3.8)],\n",
       "   ['Taman Benteng Lions Club',\n",
       "    'A8 Village',\n",
       "    'Laterzhya Zimhuli',\n",
       "    'Air Terjun Sitiotio'])],\n",
       " [([(4236, 71, 10342870, 3.5)],\n",
       "   ['Wisata Makam Papan Tinggi Barus', 'Dinas Kebudayaan & Pariwisata'])],\n",
       " [([(49108, 818, 109841652, 4.1)],\n",
       "   ['Pantai Buih',\n",
       "    'Anugerah Soambaton Beach',\n",
       "    'Objek Wisata Pantai Ujung Sibolga',\n",
       "    'Sibio-Bio Adventure Park',\n",
       "    'Terminal Berastagi',\n",
       "    'Peceren Karo Village',\n",
       "    'Tugu Kol',\n",
       "    'Ekowisata Mangrove'])],\n",
       " [([(63157, 1053, 140993783, 3.8)],\n",
       "   ['Barusjahe',\n",
       "    'Kualuh Hulu',\n",
       "    'Bukit Kininduma Simantas',\n",
       "    'Bukit Senyum',\n",
       "    'Pantai Pulau Putri',\n",
       "    'Waterpark Ria',\n",
       "    'Explore Bahorok Adventure Trip',\n",
       "    'Pantai Barat Natal'])],\n",
       " [([(41348, 689, 92634696, 3.2)],\n",
       "   ['Sidebuk Debuk Thermal Baths Berastagi',\n",
       "    'Jembatan Tano Ponggol',\n",
       "    'Masjid Agung Sibolga',\n",
       "    'Abadas Jaya',\n",
       "    'Zam Zam Prima Persada. Pt',\n",
       "    'Parhonasan (Kebun Nenas) Sidumpe Anturi',\n",
       "    'Pt Pelangi Wisata',\n",
       "    'Pantai Pasir Putih Parbaba',\n",
       "    'Pelangi Nusantara'])],\n",
       " [([(19435, 324, 44045000, 3.3)],\n",
       "   ['Toddler Garden Binjai',\n",
       "    'Loket Satu Nusa',\n",
       "    'Monumen Loko Uap Du Croo & Braun'])],\n",
       " [([(27869, 464, 62746478, 3.5)],\n",
       "   ['Museum Perkebunan Indonesia',\n",
       "    'Air Terjun Bah Salak',\n",
       "    'Lapangan Pasir Tanjung Balai',\n",
       "    'Air Terjun Sibabo',\n",
       "    'Masjid Raya',\n",
       "    'Bukit Travel Gibeon'])],\n",
       " [([(42341, 706, 94836565, 4.0)],\n",
       "   ['Wisata Taman Merci',\n",
       "    'Pusat Posko \"Teroh-Teroh.',\n",
       "    'Agen Bus Karina',\n",
       "    'Ende Holidays',\n",
       "    'Pantai Barat Natal'])],\n",
       " [([(46019, 767, 102992130, 4.4)],\n",
       "   ['Pasar Tomok',\n",
       "    'Bukit Suligi',\n",
       "    'Padang Lawas Regency',\n",
       "    'Puncak Paranginan,Aek Nabirong',\n",
       "    'Lapangan Tengku Amir Hamzah Stabat'])],\n",
       " [([(52064, 868, 116396261, 3.7)],\n",
       "   ['Air Terjun Taman Eden 100, Tobasa',\n",
       "    'Pawan Hot Water',\n",
       "    'Pantai Pulau Karang',\n",
       "    'Bukit Suligi',\n",
       "    'Go Adventure Tour & Travel Indonesia',\n",
       "    'Kantor Balai Taman Nasional Batang Gadis',\n",
       "    'Museum Kota Tebing Tinggi'])],\n",
       " [([(14671, 245, 33481348, 4.0)],\n",
       "   ['Batak Museum',\n",
       "    'Barusjahe',\n",
       "    'Masjid Agung Ahmad Bakrie Kisaran',\n",
       "    'Abadas Jaya'])],\n",
       " [([(19960, 333, 45209130, 4.0)],\n",
       "   ['Mmtc Walking Street',\n",
       "    'Pantai Batu Rusa',\n",
       "    'Wisata Makam Papan Tinggi Barus',\n",
       "    'Masjid Agung Kota Binjai'])],\n",
       " [([(24730, 412, 55786087, 4.0)],\n",
       "   ['Budaya Resto',\n",
       "    'Objek Wisata Pantai Ujung Sibolga',\n",
       "    'Bukit Lawang Ecotourism & Ecoproject',\n",
       "    'Bukit Lawang Planet Hijau',\n",
       "    'Salak Monument Pakkat'])],\n",
       " [([(43185, 720, 96708043, 4.0)],\n",
       "   ['Counters Kupj Simpang Sei Kopas',\n",
       "    'Tanah Lapang Merdeka Binjai',\n",
       "    'Handreva Tour',\n",
       "    'Air Terjun Bertala',\n",
       "    'Pemandian Air Panas - Batu Bara ( 50 )',\n",
       "    'Elsasya Utama',\n",
       "    'Taman Mutiara Selat Malaka'])],\n",
       " [([(18445, 307, 41849783, 3.8)],\n",
       "   ['Agen Bus Karina',\n",
       "    'Menara Pandang Simanindo',\n",
       "    'Lokasi Wisata Pemandian Air Panas Sipoholon',\n",
       "    'Masjid Raya'])],\n",
       " [([(48917, 815, 109418130, 4.1)],\n",
       "   ['Pt Wisata Habibah Berkah',\n",
       "    'Saf Travel Indo',\n",
       "    'Museum Kota Tebing Tinggi',\n",
       "    'Tinggi Raja',\n",
       "    'Sumatra Jungle Trek',\n",
       "    'Lau Bengkelade',\n",
       "    'Air Terjun Pelangi Indah',\n",
       "    'Dolok Bunga Sirandorung',\n",
       "    'Mandailing Natal Regency'])],\n",
       " [([(1774, 30, 4883652, 3.5)], ['Little India Medan', 'Mora Indah'])],\n",
       " [([(39204, 653, 87880609, 3.8)],\n",
       "   ['Masjid Agung Sibolga',\n",
       "    'Air Terjun Pantai Salak',\n",
       "    'Puncak Pelangkah Gading, Kutambaru, Munte, Kab. Karo, Sumut',\n",
       "    'Tugu D.I Panjaitan',\n",
       "    'Malay Street Medan',\n",
       "    'Pantai Pongkar',\n",
       "    'Wisata Alam Aek Markusasak',\n",
       "    'Lingga Cultural Village'])],\n",
       " [([(2240, 37, 5916957, 4.3)],\n",
       "   ['Dunia Outbound Camp',\n",
       "    'Taman Alamta Jaya',\n",
       "    'Waterpark Bima Utomo International'])],\n",
       " [([(58740, 979, 131199565, 4.1)],\n",
       "   ['Wisata Alam Aek Markusasak',\n",
       "    'Wisata Madu Aek Nauli',\n",
       "    'Tanjung Pura',\n",
       "    'Pantai Sorake Nias Selatan',\n",
       "    'Sbv',\n",
       "    'Bukit Lawang Travel',\n",
       "    'Masjid Raya',\n",
       "    'Perkebunan Londut'])],\n",
       " [([(28303, 472, 63708826, 3.8)],\n",
       "   ['Danau Teratai',\n",
       "    'Batu Marhosa',\n",
       "    'Pulau Poncan',\n",
       "    'Air Terjun Sigura Gura',\n",
       "    'Efrata Waterfall',\n",
       "    'Batu Gajah'])],\n",
       " [([(26051, 434, 58715261, 4.0)],\n",
       "   ['Masjid Lama Gang Bengkok',\n",
       "    'Leo Tour & Travel (Leo Wisata Medan)',\n",
       "    'Lumban Binanga Beach Laguboti',\n",
       "    'Sansan Travel',\n",
       "    'Museum Perkebunan Indonesia',\n",
       "    'Sbv'])],\n",
       " [([(11138, 186, 25647304, 4.0)],\n",
       "   ['Pemandian Air Panas Goa Ergendang',\n",
       "    'Warisan Dunia Minimini',\n",
       "    'Gereja Katolik St. Dionysius, Sumbul'])],\n",
       " [([(6668, 111, 15735565, 3.7)],\n",
       "   ['Tanjung Apek Beach', 'Indah Sipinggan Beach', 'Batak Museum'])],\n",
       " [([(27417, 457, 61744217, 4.3)],\n",
       "   ['Dinas Kebudayaan & Pariwisata',\n",
       "    'Panatapan Parhalow',\n",
       "    'Saf Travel Indo',\n",
       "    'Padang Lawas Regency',\n",
       "    'Wisata Merci'])],\n",
       " [([(33491, 558, 75212652, 4.2)],\n",
       "   ['Bukitlawang Trek',\n",
       "    'Wisata Merci',\n",
       "    'Pantai Pelawan',\n",
       "    'Bukit Lawang Day Trek',\n",
       "    'Tapian Puti'])],\n",
       " [([(10076, 168, 23292435, 4.0)],\n",
       "   ['Taman Wisata Simatahari Indah',\n",
       "    'Puncak Saragodung',\n",
       "    'Pertunjukan Tari Sigale Gale',\n",
       "    'Matondang Travel Agent | Korwil Fastpay Kab. Humbang Hasundutan',\n",
       "    'Plta Sipansihaporas'])],\n",
       " [([(57931, 966, 129405696, 3.8)],\n",
       "   ['Air Terjun Sempugen',\n",
       "    'Kampung Kuliner',\n",
       "    'Air Terjun Taman Eden 100, Tobasa',\n",
       "    'Hotel Wisata Indah',\n",
       "    'Masjid Raya Kisaran Kota',\n",
       "    'Welterbeminimini',\n",
       "    'Puncak Hoza',\n",
       "    'Lumban Binanga Beach Laguboti'])],\n",
       " [([(46391, 773, 103817000, 4.0)],\n",
       "   ['Pantai Maligi',\n",
       "    'Pantai Katung Binasi',\n",
       "    'Pemandian Air Panas U.S.K Hineni',\n",
       "    'Tugu Silahi Sabungan',\n",
       "    'Taman Danau Wisata Bunga Tujuh',\n",
       "    'Air Terjun Sempugen',\n",
       "    'Muaraopu',\n",
       "    'Monumen Equator',\n",
       "    'Jembatan Dalik Lubuk Sikaping'])],\n",
       " [([(28233, 471, 63553609, 4.2)],\n",
       "   ['Lau Mentar Canyon',\n",
       "    'Nice Trans Kisaran',\n",
       "    'Sembilantujuh Tour&Travel',\n",
       "    'Vihara Tri Ratna'])],\n",
       " [([(56164, 936, 125487565, 4.1)],\n",
       "   ['Kota Padang Sidempuan',\n",
       "    'Landak River',\n",
       "    'Water Park Tambunan',\n",
       "    'Bukitlawang Trek',\n",
       "    'Tangkahan',\n",
       "    'Jln Dusun Lauseridi',\n",
       "    'Sansan Travel',\n",
       "    'Vihara Budha Taman Iman'])],\n",
       " [([(62170, 1036, 138805217, 4.0)],\n",
       "   ['Indah Sipinggan Beach',\n",
       "    'Warnawarni Stabat',\n",
       "    'Gunung Pandan River Tourism Area',\n",
       "    'Danau Laut Tinggal',\n",
       "    'Tugu Pahlawan Revolusi',\n",
       "    'Tugu Jeruk Berastagi',\n",
       "    'Sbv'])],\n",
       " [([(20424, 340, 46238000, 3.8)],\n",
       "   ['Tapian Siri-Siri Syariah',\n",
       "    'Museum Huta Bolon Simanindo',\n",
       "    'Terminal Berastagi',\n",
       "    'Wisata Alam Aek Markusasak'])],\n",
       " [([(55850, 931, 124791304, 4.0)],\n",
       "   ['Pt, Yy Traveling Tour And Travel',\n",
       "    'Klenteng Gunung Timur',\n",
       "    'Vihara Budha Taman Iman',\n",
       "    'Taman Selfie',\n",
       "    'Pinang City',\n",
       "    'Pelangi Nusantara',\n",
       "    'Kolam Pancing Asri',\n",
       "    'Lubuk Batang Waterfall'])],\n",
       " [([(5151, 86, 12371783, 4.0)],\n",
       "   ['Bukit Lawang Orangutan Trekking',\n",
       "    'Kebun Madu Efi',\n",
       "    'Bukit Lawang Guide'])],\n",
       " [([(29119, 485, 65518217, 3.8)],\n",
       "   ['Pt. Npm Perwakilan On Bus',\n",
       "    'Taman Cadika Pramuka',\n",
       "    'Museum Perkebunan Indonesia',\n",
       "    'Taman Air Percut'])],\n",
       " [([(23679, 395, 53455609, 4.0)],\n",
       "   ['Wisata Alam Pondok Biru',\n",
       "    'Pt. Dairi Transport',\n",
       "    'Klenteng Gunung Timur',\n",
       "    'Taman Benteng Lions Club',\n",
       "    'Bus Wisata',\n",
       "    'Cis Tour & Travel'])],\n",
       " [([(6202, 103, 14702261, 4.0)],\n",
       "   ['Danau Linting', 'Lorong Pandan', 'Tanjung Pura'])],\n",
       " [([(9560, 159, 22148261, 4.0)], ['Pantai Sikabau', 'Aek Kanopan'])],\n",
       " [([(31690, 528, 71219130, 4.0)],\n",
       "   ['Lae Simbellen',\n",
       "    'Tanjung Pura',\n",
       "    'Taman Edukasi Binjai',\n",
       "    'Bukit Lawang Guide',\n",
       "    'Danau Laut Tinggal',\n",
       "    'North Padang Lawas Regency'])],\n",
       " [([(51516, 859, 115181130, 3.8)],\n",
       "   ['Wisata Batu Rongring',\n",
       "    'Objek Wisata Luak Gadang, Guguak Rang Pisang',\n",
       "    'Danau Cipogas Rohul',\n",
       "    'Ekowisata Mangrove',\n",
       "    'Pantai Barat',\n",
       "    'Taman Rekreasi Kong Mah',\n",
       "    'Kebun Binatang Simalingkar Medan',\n",
       "    'Kantor Po Pinem Bus'])],\n",
       " [([(5504, 92, 13154522, 4.0)],\n",
       "   ['Panatapan Sileme-Leme', 'Patung Dewi Kwan Im'])],\n",
       " [([(23587, 393, 53251609, 4.2)],\n",
       "   ['Agrowisata Hidro Aa',\n",
       "    'Lae Simbellen',\n",
       "    'Pt. Hikmah',\n",
       "    'Pantai Barat',\n",
       "    'Taman Mutiara Selat Malaka',\n",
       "    'Batu Lobang Sibaganding'])],\n",
       " [([(3014, 50, 7633217, 4.3)],\n",
       "   ['Taman Kebun Bunga èŒ ã¦Â¦Â€¢Ã¥Å“€™',\n",
       "    'Tirtanadi Tower',\n",
       "    'Sembilantujuh Tour&Travel'])],\n",
       " [([(19556, 326, 44313304, 4.0)],\n",
       "   ['Masjid Agung Sibolga',\n",
       "    'Alun Alun Kota Kisaran',\n",
       "    'Wisata Alam Pondok Biru'])],\n",
       " [([(21382, 356, 48362261, 3.7)],\n",
       "   ['Masjid Agung Sibolga', 'Kuil Shri Mariamman', 'Pantai Malaya'])],\n",
       " [([(29709, 495, 66826478, 4.0)],\n",
       "   ['Agrowisata Hidro Aa',\n",
       "    'Elsasya Utama',\n",
       "    'Masjid Raya Stabat',\n",
       "    'Little India Medan',\n",
       "    'Mangrove Tour Lubuk Kertang',\n",
       "    'Pemandian Air Panas Huta Raja',\n",
       "    'Pantai Pongkar'])],\n",
       " [([(46433, 774, 103910130, 3.9)],\n",
       "   ['Kualuh Hulu',\n",
       "    'Pemandu Bukit Lawang',\n",
       "    'Kuil Shri Mariamman',\n",
       "    'Danau Teratai',\n",
       "    'West Kisaran',\n",
       "    'Ende Holidays',\n",
       "    'Pulau Pigago',\n",
       "    'Gundaling',\n",
       "    'Lau Bengkelade'])],\n",
       " [([(43739, 729, 97936478, 4.0)],\n",
       "   ['Matondang Travel Agent | Korwil Fastpay Kab. Humbang Hasundutan',\n",
       "    'Dinas Kebudayaan & Pariwisata',\n",
       "    'Samto Aek Rangat',\n",
       "    'Puncak Saragodung',\n",
       "    'Museum Karo Lingga',\n",
       "    'Taman Mejuah-Juah',\n",
       "    'Hotel Wisata Indah',\n",
       "    'Pantai Sorake Nias Selatan'])],\n",
       " [([(14128, 235, 32277304, 4.0)],\n",
       "   ['Bukit Lawang Tour Trekking', 'Pantai Ketam', 'Pantai Pelawan'])],\n",
       " [([(40623, 677, 91027087, 4.0)],\n",
       "   ['Air Terjun Efrata',\n",
       "    'Masjid Raya Al Osmani',\n",
       "    'Pantai Kenangan',\n",
       "    'Wisata Pancing Sungai Bedera',\n",
       "    'Pantai Arta Indah',\n",
       "    'Objek Wisata Togindrawa Gua',\n",
       "    'Magic Eye 3d Art Museum',\n",
       "    'Pantai Pelawan',\n",
       "    'Kuil Shri Mariamman'])],\n",
       " [([(6678, 111, 15757739, 4.0)],\n",
       "   ['Taman Mini Travel Langkat', 'Taman Selfie'])],\n",
       " [([(69184, 1153, 154358000, 3.9)],\n",
       "   ['The Attraction Of Ikan Gadang',\n",
       "    'Parks West Coast',\n",
       "    'Tugu Sitio',\n",
       "    'Romance Padi Perbaungan',\n",
       "    'Muara Beach Beautiful',\n",
       "    'Pool Bus Intra',\n",
       "    'Explore Bahorok Adventure Trip',\n",
       "    'Siregar Aek Nalas',\n",
       "    'One Heart Hill'])],\n",
       " [([(41820, 697, 93681304, 3.9)],\n",
       "   ['Kuamang Ujung Gading',\n",
       "    'Air Terjun Sarasah Kajai',\n",
       "    'Explore Bahorok Adventure Trip',\n",
       "    'Masjid Agung Sibolga',\n",
       "    'Pantai Barat',\n",
       "    'Vihara Tri Ratna',\n",
       "    'Stabat'])],\n",
       " [([(15157, 253, 34559000, 4.3)],\n",
       "   ['Karo Regency', 'Air Terjun Aek Matua', 'Sri Supramaniyam Temple'])],\n",
       " [([(30168, 503, 67844261, 3.5)],\n",
       "   ['Air Terjun Tarunggang',\n",
       "    'Taman Kota Salak (Tugu Salak)',\n",
       "    'Air Terjun Aek Nabontar',\n",
       "    'Benteng Jepang',\n",
       "    'Air Terjun Sempugen',\n",
       "    'Sansan Travel'])],\n",
       " [([(39008, 650, 87446000, 4.1)],\n",
       "   ['Twins Travel',\n",
       "    'Wisata Air Parsariran',\n",
       "    'Cis Tour & Travel',\n",
       "    'Perkebunan Londut',\n",
       "    'Aman Wisata Citra Int. Pt',\n",
       "    'Kebun Madu Efi',\n",
       "    'Danau Tao Batang Onang'])],\n",
       " [([(50386, 840, 112675478, 3.9)],\n",
       "   ['Puncak Saragodung',\n",
       "    'Air Travel Parsariran',\n",
       "    'Pantai Sorake Nias Selatan',\n",
       "    'Wisata Alam Datuk',\n",
       "    'Chinatown Medan',\n",
       "    'Ranika Surf',\n",
       "    'Bat Cave, Bukit Lawang',\n",
       "    'Lapangan Tengku Amir Hamzah Stabat',\n",
       "    'Tumori Traditional Village'])],\n",
       " [([(24819, 414, 55983435, 4.0)],\n",
       "   ['Air Terjun Simonang Monang',\n",
       "    'Kantor Po Pinem Bus',\n",
       "    'Menara Pandang Simanindo',\n",
       "    'Poldung',\n",
       "    'Lapangan Tengku Amir Hamzah Stabat'])],\n",
       " [([(45898, 765, 102723826, 3.2)],\n",
       "   ['Bukit Suligi',\n",
       "    'Market Wisata (Tour Bangkok, Tour Phuket, Tour Medan)',\n",
       "    'Wisata Alam \"Panatapan Parupuk Julu\"',\n",
       "    'Penangkaran Rusa Universitas Sumatera Utara',\n",
       "    'Balai Datuk Setia Maharaja Negeri Serdang'])],\n",
       " [([(17956, 299, 40765478, 4.3)],\n",
       "   ['Panatapan Sileme-Leme',\n",
       "    'Perhadtian Air Panas Taman Wisata Sibayak',\n",
       "    'Warung Info Wisata'])],\n",
       " [([(23592, 393, 53262696, 3.4)],\n",
       "   ['Mora Indah',\n",
       "    'Jembatan Sidikalang Wisata',\n",
       "    'Salib Kasih',\n",
       "    'Pantai Maligi',\n",
       "    'Aek Milas Paringgonan Sibuhuan'])],\n",
       " [([(4936, 82, 11895043, 3.5)],\n",
       "   ['Air Panas Simolap', 'Air Terjun Sigura-Gura'])],\n",
       " [([(7585, 126, 17768913, 4.0)],\n",
       "   ['Air Terjun Nyarai', 'Air Terjun Sigarattung ( Sampuran Na Pitu)'])],\n",
       " [([(51632, 861, 115438348, 3.8)],\n",
       "   ['Desa Adat Ragi Hotang Meat',\n",
       "    'Cis Tour & Travel',\n",
       "    'Pulau Malau',\n",
       "    'Wisata Makam Papan Tinggi Barus',\n",
       "    'Wisata Alam',\n",
       "    'Toddler Garden Binjai',\n",
       "    'Bukik Posuak Maek',\n",
       "    'Efrata Waterfall'])],\n",
       " [([(9441, 157, 21884391, 3.0)],\n",
       "   ['Pt Pelangi Wisata', 'Binjai', 'Pesanggrahan Bung Karno'])],\n",
       " [([(16011, 267, 36452652, 4.0)],\n",
       "   ['Tour Accomodation',\n",
       "    'Pantai Indah Sipinggan',\n",
       "    'Masjid Al Osmani',\n",
       "    'Gundaling'])],\n",
       " [([(40897, 682, 91634652, 4.0)],\n",
       "   ['Tugu Pahlawan Revolusi',\n",
       "    'Kantor Po Pinem Bus',\n",
       "    'Masjid Agung Kota Binjai',\n",
       "    'Kuamang Ujung Gading',\n",
       "    'Pt. Raya Utama Travel'])],\n",
       " [([(27681, 461, 62329609, 3.8)],\n",
       "   ['Penangkaran Buaya Asam Kumbang',\n",
       "    'Replika Pagoda Shwedagon',\n",
       "    'Taman Wisata Simatahari Indah',\n",
       "    'Cafe Goa Kaca',\n",
       "    'Pantai Pasir Putih Parparean',\n",
       "    'Baneara, Partungko Naginjang'])],\n",
       " [([(3807, 63, 9391609, 4.0)],\n",
       "   ['Wisata Sawah Koto', 'Pantai Bukit Malintang Buburan'])],\n",
       " [([(17868, 298, 40570348, 3.7)],\n",
       "   ['Wisata Bah Kulistik',\n",
       "    'Sumatra Orangutan Tours & Holidays',\n",
       "    'Anugerah Soambaton Beach',\n",
       "    'Taman Lope Lope Bulu Cina',\n",
       "    'Hadabuan Naisogop Waterfalls',\n",
       "    'Wisata Pancing Sungai Bedera'])],\n",
       " [([(18211, 304, 41330913, 3.4)],\n",
       "   ['Hotel Wisata Indah',\n",
       "    'Sitinjo',\n",
       "    'Pasar Kaget Kota Binjai',\n",
       "    'Tugu Silahi Sabungan',\n",
       "    'Pakpak Culture Association (Cgc)'])],\n",
       " [([(16130, 269, 36716522, 4.3)],\n",
       "   ['Pantai Sikabau', 'Sumur Tua', 'Gapura Wisata Alam Lae Mbilulu'])],\n",
       " [([(43511, 725, 97430913, 3.8)],\n",
       "   ['Sini Suka Natural Bath Sibiru-Biru',\n",
       "    'Paranggiran Raja Silahisabungan',\n",
       "    'Aek Milas Paringgonan Sibuhuan',\n",
       "    'Pantai Sikilang',\n",
       "    'Nature Baths Gantang Rani',\n",
       "    'Puncak Jb'])],\n",
       " [([(20081, 335, 45477435, 4.0)],\n",
       "   ['Tugu Air Mancur Majestik',\n",
       "    'Pesanggrahan Bung Karno',\n",
       "    'Pantai Ketam',\n",
       "    'Titi Gantung Bridge',\n",
       "    'Batu Kursi Raja Siallagan ( Stone Chair Of King Siallagan )'])],\n",
       " [([(40847, 681, 91523783, 4.0)],\n",
       "   ['Aek Malapari', 'Darul Umroh', 'Gundaling', 'Ranika Surf', 'Barusjahe'])],\n",
       " [([(28768, 479, 64739913, 3.6)],\n",
       "   ['Jembatan Sidikalang Wisata',\n",
       "    'Kisaran Kota',\n",
       "    'Berakit-Rakit Ke Hulu',\n",
       "    'Simanimbo Waterfall',\n",
       "    'Air Terjun Situak Lotik Iii'])],\n",
       " [([(1261, 21, 3746130, 3.7)],\n",
       "   ['Wisata Merci', 'Wisata Pancing Sungai Bedera'])],\n",
       " [([(35505, 592, 79678478, 3.8)],\n",
       "   ['Binjai',\n",
       "    'Aek Kanopan',\n",
       "    'Silalahi I',\n",
       "    'Pantai Teluk Kerang',\n",
       "    'Air Terjun Sipagogo'])],\n",
       " [([(58237, 971, 130084217, 4.0)],\n",
       "   ['Simpang Pantai Monyet',\n",
       "    'Pasar Buah Berastagi',\n",
       "    'Pemandian Air Panas - Batu Bara ( 50 )',\n",
       "    'Garunggang',\n",
       "    'Namu Sira-Sira',\n",
       "    'Batu Marhosa',\n",
       "    'North Padang Lawas Regency',\n",
       "    'Bukit Lawang Planet Hijau',\n",
       "    'Kantor Balai Taman Nasional Batang Gadis'])],\n",
       " [([(16333, 272, 37166652, 3.8)],\n",
       "   ['Leo Tour & Travel (Leo Wisata Medan)',\n",
       "    'Tahura (Taman Hutan Raya)',\n",
       "    'Fortress Seven Layer',\n",
       "    'Kualuh Hulu'])],\n",
       " [([(35659, 594, 80019957, 4.0)],\n",
       "   ['Wisata Bendunga Sei Palis',\n",
       "    'Plta Sipansihaporas',\n",
       "    'Masjid Raya',\n",
       "    'Pantai La Terzhia Zhimehuli',\n",
       "    'Hotel Pesona Wisata',\n",
       "    'Lorong Indah',\n",
       "    'Mandailing Natal Regency'])],\n",
       " [([(9896, 165, 22893304, 3.7)],\n",
       "   ['Biro Jasa', 'Taman Aek Kota Batu Labura', 'Barusjahe'])],\n",
       " [([(17532, 292, 39825304, 4.0)],\n",
       "   ['Taman Aek Kota Batu Labura',\n",
       "    'Air Terjun Baburai',\n",
       "    'Luppatan Tali - Tali',\n",
       "    'Biro Jasa'])],\n",
       " [([(6164, 103, 14618000, 4.0)],\n",
       "   ['Tor Simago-Mago', 'Tapian Puti', 'Hotel Wisata Indah'])],\n",
       " [([(28301, 472, 63704391, 3.9)],\n",
       "   ['Pemandian Alam Bendungan Ginbers',\n",
       "    'Museum Pusaka Karo - Berastagi',\n",
       "    'Terminal Berastagi',\n",
       "    'Perwakilan Mandiri',\n",
       "    'Titi Gantung Bridge',\n",
       "    'Nature Baths Gantang Rani',\n",
       "    'Sibio-Bio Advanture Park'])],\n",
       " [([(39581, 660, 88716565, 3.5)],\n",
       "   ['Rumah Makan Irian',\n",
       "    'Kuta Sukareme',\n",
       "    'Sampuren Tutuen Sige',\n",
       "    'Jembatan Lau Luhung, Gunung Meriah.',\n",
       "    'Pantai Batu Rusa',\n",
       "    'Darul Umroh'])],\n",
       " [([(56347, 939, 125893348, 4.1)],\n",
       "   ['Binjai',\n",
       "    'Wisata Madu Aek Nauli',\n",
       "    'Wisata Air Parsariran',\n",
       "    'Alun Alun Lubuk Sikpaing',\n",
       "    'Dokter Travel',\n",
       "    'Bukit Lawang Trip',\n",
       "    'Siregar Aek Nalas',\n",
       "    'Masjid Raya Nur Addin'])],\n",
       " [([(37440, 624, 83969130, 3.4)],\n",
       "   ['Tugu Air Mancur Majestik',\n",
       "    'Air Terjun Sibabo',\n",
       "    'Pt. Dairi Transport',\n",
       "    'Warisan Dunia Minimini',\n",
       "    'Batu Gantung',\n",
       "    'Pemandian Alam Agape',\n",
       "    'Sitinjo',\n",
       "    'Pakkodian Toba'])],\n",
       " [([(68421, 1140, 152666130, 3.9)],\n",
       "   ['Go Adventure Tour & Travel Indonesia',\n",
       "    'Bukit Lawang',\n",
       "    'Bendungan Batang Tongar',\n",
       "    'Penangkaran Rusa Universitas Sumatera Utara',\n",
       "    'Siregar Aek Nalas',\n",
       "    'Pantai Batu Rusa',\n",
       "    'Aek Milas'])],\n",
       " [([(36787, 613, 82521174, 3.7)],\n",
       "   ['Hadabuan Naisogop Waterfalls',\n",
       "    'Air Terjun Bah Salak',\n",
       "    'Tanjung Apek Beach',\n",
       "    'Beranda Madina',\n",
       "    'Kantor Balai Taman Nasional Batang Gadis',\n",
       "    'Botanical Samosir',\n",
       "    'Pasar Tomok'])],\n",
       " [([(59000, 983, 131776087, 3.6)],\n",
       "   ['Tirtanadi Tower',\n",
       "    'Pantai Sikabau',\n",
       "    'Lorong Pandan',\n",
       "    'Objek Wisata Budaya Batu Kursi Raja Siallagan',\n",
       "    'Pt. Npm Perwakilan On Bus',\n",
       "    'Objek Wisata Maggrove Sisarahili Ts',\n",
       "    'Pasir Putih Janggawari',\n",
       "    'Disparbud Dairi'])],\n",
       " [([(1950, 32, 5273913, 4.5)], ['Sembilantujuh Tour&Travel', 'Masjid Raya'])]]"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "itertools2 = retemp1.hslretemp1()\n",
    "itertools2"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 3.Evalutionary Algorithm"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [],
   "source": [
    "#Random Population\n",
    "class preevaluation():\n",
    "    def swappositions(list, pos1, pos2):\n",
    "        list[pos1], list[pos2] = list[pos2], list[pos1]\n",
    "        return list\n",
    "\n",
    "    def setinput(data):\n",
    "        collect = []\n",
    "        dft = df[\"Tempat Wisata\"]\n",
    "        for i in range(len(data)):\n",
    "            tt = data[i]\n",
    "            tess = []\n",
    "            tess *= 0\n",
    "            for c in range (len(tt)):\n",
    "                tess.append(tt[c])\n",
    "            collect.append(tess)\n",
    "        return collect\n",
    "\n",
    "class evalutionary():\n",
    "    def listcrossover(data):\n",
    "        basic = []\n",
    "        for x in range(len(data)):\n",
    "            cc = inputan(data[x])\n",
    "            basic.append(cc)\n",
    "        return basic\n",
    "\n",
    "    def tercriteria(data):\n",
    "        listcriteria = []\n",
    "        listcriteria *= 0\n",
    "        for i in range(150):\n",
    "            cri = generateTempatWisata(data);\n",
    "            if len(cri) > 2:\n",
    "                listcriteria.append(cri)\n",
    "        return listcriteria\n",
    "\n",
    "    def parentselect(data):\n",
    "        parent = choice(data)\n",
    "        return parent\n",
    "\n",
    "    def crossover(parentdata, listdata):#Single point crossover\n",
    "        offspring = []\n",
    "        offspring *= 0\n",
    "        cros = np.array_split(parentdata, 2)\n",
    "        for i in range (len (listdata)):\n",
    "            over = np.array_split(listdata[i], 2)\n",
    "            tes = np.append(cros[0], over[1] )\n",
    "            offspring.append(tes)\n",
    "        return offspring\n",
    "\n",
    "    def mutation(data):\n",
    "        rescross = []\n",
    "        for i in range(len(data)):\n",
    "            ck = data[i]\n",
    "            if len(ck) > 3:\n",
    "                preevaluation.swappositions(ck, 1, len(ck)-2)\n",
    "            rescross.append(ck)\n",
    "        return rescross\n",
    "    \n",
    "class printEA():\n",
    "    def printtea():\n",
    "        data = df[\"Tempat Wisata\"]\n",
    "        listdat = evalutionary.tercriteria(data)\n",
    "        parent = evalutionary.parentselect(listdat)\n",
    "        res = evalutionary.crossover(parent, listdat)\n",
    "        result = evalutionary.mutation(res)\n",
    "        print(len(result), \"\\n\")\n",
    "        for i in range(len(result)):\n",
    "            print(\"Itinerary \", i+1, \" = \", inputan(result[i]) , result[i], \"\\n\")\n",
    "\n",
    "class retemp2:\n",
    "    def hslretemp2():\n",
    "        data = df[\"Tempat Wisata\"]\n",
    "        listdat = evalutionary.tercriteria(data)\n",
    "        parent = evalutionary.parentselect(listdat)\n",
    "        res = evalutionary.crossover(parent, listdat)\n",
    "        result = evalutionary.mutation(res)\n",
    "        bebas = []\n",
    "        bebas *= 0\n",
    "        for i in range(len(result)):\n",
    "            tmp = inputan(result[i])\n",
    "            temp = result[i]\n",
    "            bebas.append((tmp, temp))\n",
    "        return bebas"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "135 \n",
      "\n",
      "Itinerary  1  =  [(17742, 296, 40290957, 4.0)] ['Kebun Madu Efi' 'Pasir Putih Janggawari'\n",
      " 'Gunung Pandan River Tourism Area' 'Bukit Kininduma Simantas'] \n",
      "\n",
      "Itinerary  2  =  [(44079, 735, 98690391, 3.7)] ['Kebun Madu Efi' 'Romance Padi Perbaungan' 'Pasir Putih Janggawari'\n",
      " 'Simpang Bantoon' 'Masjid Raya Stabat' 'Gunung Pandan River Tourism Area'\n",
      " 'Pinang City'] \n",
      "\n",
      "Itinerary  3  =  [(28066, 468, 63183304, 4.0)] ['Kebun Madu Efi' 'Counters Kupj Simpang Sei Kopas'\n",
      " 'Pasir Putih Janggawari' 'Lau Bengkelade' 'Pantai Indah Sipinggan'\n",
      " 'Gunung Pandan River Tourism Area' 'Batu Marhosa'] \n",
      "\n",
      "Itinerary  4  =  [(29601, 493, 66587000, 4.0)] ['Kebun Madu Efi' 'Air Terjun Taman Eden 100, Tobasa'\n",
      " 'Pasir Putih Janggawari' 'Gunung Pandan River Tourism Area' 'Aek Saroha'] \n",
      "\n",
      "Itinerary  5  =  [(14239, 237, 32523435, 3.8)] ['Kebun Madu Efi' 'Pasir Putih Janggawari'\n",
      " 'Gunung Pandan River Tourism Area' 'Monumen Loko Uap Du Croo & Braun'] \n",
      "\n",
      "Itinerary  6  =  [(29615, 494, 66618043, 3.9)] ['Kebun Madu Efi' 'Wisata Pemandian Water Hill' 'Pasir Putih Janggawari'\n",
      " 'Bukit Lawang Day Trek' 'Pantai Sikilang'\n",
      " 'Gunung Pandan River Tourism Area' 'Pantai La Terzhia Zhimehuli'] \n",
      "\n",
      "Itinerary  7  =  [(17823, 297, 40470565, 4.0)] ['Kebun Madu Efi' 'Jembatan Lae Pandaroh' 'Pasir Putih Janggawari'\n",
      " 'Gunung Pandan River Tourism Area' 'Wisata Hutan Mangrove Perpat'] \n",
      "\n",
      "Itinerary  8  =  [(41664, 694, 93335391, 4.0)] ['Kebun Madu Efi' 'Bendungan Lau Si Meimei' 'Pasir Putih Janggawari'\n",
      " 'Wisata Sipinsur' 'Bukit Suligi' 'Gunung Pandan River Tourism Area'\n",
      " 'Air Terjun Saringgana'] \n",
      "\n",
      "Itinerary  9  =  [(16908, 282, 38441652, 4.0)] ['Kebun Madu Efi' 'Pasir Putih Janggawari'\n",
      " 'Gunung Pandan River Tourism Area' 'Simonis'] \n",
      "\n",
      "Itinerary  10  =  [(36981, 616, 82951348, 3.7)] ['Kebun Madu Efi' 'Danau Teratai' 'Pasir Putih Janggawari'\n",
      " 'Air Terjun Simonang Monang' 'Museum Deli Serdang'\n",
      " 'Gunung Pandan River Tourism Area' 'Monumen Loko Uap Du Croo & Braun'] \n",
      "\n",
      "Itinerary  11  =  [(40956, 683, 91765478, 4.0)] ['Kebun Madu Efi' 'Halo Angso Duo Pratama Bro. Pt'\n",
      " 'Pasir Putih Janggawari' 'Air Terjun Lumban Rang'\n",
      " 'Gunung Pandan River Tourism Area' 'Leo Tour & Travel (Leo Wisata Medan)'] \n",
      "\n",
      "Itinerary  12  =  [(36443, 607, 81758391, 3.7)] ['Kebun Madu Efi' 'Tanah Lapang Merdeka Binjai' 'Pasir Putih Janggawari'\n",
      " 'Tugu Sejarah Perjuangan Asahan' 'Bagan Percut'\n",
      " 'Gunung Pandan River Tourism Area' 'Museum Pusaka Karo - Berastagi'] \n",
      "\n",
      "Itinerary  13  =  [(25070, 418, 56540000, 4.0)] ['Kebun Madu Efi' 'Bukit Burung' 'Pasir Putih Janggawari'\n",
      " 'Kupu-Kupu Garden Guest House & Cafe' 'Gunung Pandan River Tourism Area'\n",
      " 'Air Terjun Binanga Bolon'] \n",
      "\n",
      "Itinerary  14  =  [(60056, 1001, 134117652, 4.1)] ['Kebun Madu Efi' 'Lapangan Pasir' 'Pasir Putih Janggawari'\n",
      " 'Taman Mutiara Selat Malaka' 'Sumatra Jungle Trek'\n",
      " 'Gunung Pandan River Tourism Area' 'Ranika Surf'] \n",
      "\n",
      "Itinerary  15  =  [(11634, 194, 26747130, 4.0)] ['Kebun Madu Efi' 'Pasir Putih Janggawari'\n",
      " 'Gunung Pandan River Tourism Area' 'Vihara Tri Ratna'] \n",
      "\n",
      "Itinerary  16  =  [(37684, 628, 84510174, 4.2)] ['Kebun Madu Efi' 'Air Terjun Cirocai Sungai Pandahan'\n",
      " 'Pasir Putih Janggawari' 'Taman Kebun Bunga èŒ ã¦Â¦Â€¢Ã¥Å“€™'\n",
      " 'Gunung Pandan River Tourism Area' 'Air Terjun Binanga Bolon'] \n",
      "\n",
      "Itinerary  17  =  [(21229, 354, 48023000, 4.2)] ['Kebun Madu Efi' 'Market Wisata (Tour Bangkok, Tour Phuket, Tour Medan)'\n",
      " 'Pasir Putih Janggawari' 'Puncak Gundaling Brastagi'\n",
      " 'Gunung Pandan River Tourism Area'\n",
      " 'Puncak Pelangkah Gading, Kutambaru, Munte, Kab. Karo, Sumut'] \n",
      "\n",
      "Itinerary  18  =  [(35333, 589, 79297087, 3.7)] ['Kebun Madu Efi' 'Monumen Equator' 'Pasir Putih Janggawari'\n",
      " 'Pantai Bul Bul' 'Gunung Pandan River Tourism Area'\n",
      " 'Objek Wisata Maggrove Sisarahili Ts'] \n",
      "\n",
      "Itinerary  19  =  [(41671, 695, 93350913, 3.9)] ['Kebun Madu Efi' 'Puncak Bukit Galau' 'Pasir Putih Janggawari'\n",
      " 'Bagan Percut' 'Cis Tour & Travel' 'Gunung Pandan River Tourism Area'\n",
      " 'Halo Angso Duo Pratama Bro. Pt'] \n",
      "\n",
      "Itinerary  20  =  [(33624, 560, 75507565, 3.9)] ['Kebun Madu Efi' 'Bukit Lawang Day Trek' 'Pasir Putih Janggawari'\n",
      " 'Desa Adat Ragi Hotang Meat' 'Bukit Lawang Tour Trekking'\n",
      " 'Gunung Pandan River Tourism Area' 'Cafe Goa Kaca'] \n",
      "\n",
      "Itinerary  21  =  [(21927, 365, 49570739, 4.2)] ['Kebun Madu Efi' 'Tinggi Raja' 'Pasir Putih Janggawari'\n",
      " 'Gunung Pandan River Tourism Area' 'Mobil Wisata Medan'] \n",
      "\n",
      "Itinerary  22  =  [(25036, 417, 56464609, 4.0)] ['Kebun Madu Efi' 'Puncak Kabur Bukit Villa' 'Pasir Putih Janggawari'\n",
      " 'Poldung' 'Gunung Pandan River Tourism Area' 'Panorama Uruk Lisang'] \n",
      "\n",
      "Itinerary  23  =  [(20136, 336, 45599391, 4.2)] ['Kebun Madu Efi' 'Air Terjun Sampuran Widuri' 'Pasir Putih Janggawari'\n",
      " 'Pantai Katung Binasi' 'Gunung Pandan River Tourism Area'\n",
      " 'Deleng Bencirus'] \n",
      "\n",
      "Itinerary  24  =  [(30749, 512, 69132565, 4.0)] ['Kebun Madu Efi' 'Terminal Berastagi' 'Pasir Putih Janggawari'\n",
      " 'Gunung Pandan River Tourism Area' 'Hotel Pesona Wisata'] \n",
      "\n",
      "Itinerary  25  =  [(51691, 862, 115569174, 4.0)] ['Kebun Madu Efi' 'Air Terjun Lembah Sipogas' 'Pasir Putih Janggawari'\n",
      " 'Penatapan Pamah Simelir' 'Kota Padang Sidempuan'\n",
      " 'Gunung Pandan River Tourism Area' 'Tugu Sitio'] \n",
      "\n",
      "Itinerary  26  =  [(29616, 494, 66620261, 4.3)] ['Kebun Madu Efi' 'Air Terjun Binanga Bolon' 'Pasir Putih Janggawari'\n",
      " 'Terminal Berastagi' 'Gunung Pandan River Tourism Area'\n",
      " 'Panatapan Parhalow'] \n",
      "\n",
      "Itinerary  27  =  [(26197, 437, 59039000, 3.6)] ['Kebun Madu Efi' 'Air Terjun Pantai Salak' 'Pasir Putih Janggawari'\n",
      " 'Gunung Pandan River Tourism Area' 'Travel Panyabungan Padang'] \n",
      "\n",
      "Itinerary  28  =  [(37648, 627, 84430348, 4.0)] ['Kebun Madu Efi' 'Mesjid Raya Al-Abror' 'Pasir Putih Janggawari'\n",
      " 'Gunung Pandan River Tourism Area' 'Batang Gadis National Park'] \n",
      "\n",
      "Itinerary  29  =  [(49247, 821, 110149870, 4.0)] ['Kebun Madu Efi' 'Pt. Hikmah' 'Pasir Putih Janggawari'\n",
      " 'Pantai Barat Natal' 'Bukit Lawang Planet Hijau'\n",
      " 'Gunung Pandan River Tourism Area' 'Batu Gajah'] \n",
      "\n",
      "Itinerary  30  =  [(29189, 486, 65673435, 4.3)] ['Kebun Madu Efi' 'Perkebunan Londut' 'Pasir Putih Janggawari'\n",
      " 'Gapura Wisata Alam Lae Mbilulu' 'Museum Pusaka Karo - Berastagi'\n",
      " 'Gunung Pandan River Tourism Area' 'Panatapan Sileme-Leme'] \n",
      "\n",
      "Itinerary  31  =  [(30739, 512, 69110391, 4.2)] ['Kebun Madu Efi' 'Monkey Forest Umar Manik Sibaganding'\n",
      " 'Pasir Putih Janggawari' 'Gunung Pandan River Tourism Area'\n",
      " 'Hotel Wisata Indah'] \n",
      "\n",
      "Itinerary  32  =  [(21608, 360, 48863391, 3.8)] ['Kebun Madu Efi' 'Nice Trans Kisaran' 'Pasir Putih Janggawari'\n",
      " 'Gunung Pandan River Tourism Area' 'Pusat Posko \"Teroh-Teroh.'] \n",
      "\n",
      "Itinerary  33  =  [(48747, 812, 109041174, 4.0)] ['Kebun Madu Efi' 'Kota Padang Sidempuan' 'Pasir Putih Janggawari'\n",
      " 'Bukit Burung' 'Gunung Pandan River Tourism Area' 'Wisata Sawah Koto'] \n",
      "\n",
      "Itinerary  34  =  [(15651, 261, 35654391, 4.4)] ['Kebun Madu Efi' 'Connectingjungle' 'Pasir Putih Janggawari'\n",
      " 'Gunung Pandan River Tourism Area' 'Pantai Katung Binasi'] \n",
      "\n",
      "Itinerary  35  =  [(34548, 576, 77556435, 3.8)] ['Kebun Madu Efi' 'Saba Napa' 'Pasir Putih Janggawari' 'Bukit Teletubies'\n",
      " 'Gunung Pandan River Tourism Area' 'Danau Marambe'] \n",
      "\n",
      "Itinerary  36  =  [(46461, 774, 103972217, 3.9)] ['Kebun Madu Efi' 'Batu Gajah' 'Pasir Putih Janggawari'\n",
      " 'Armaya Wisata Alam' 'Plta Sipansihaporas'\n",
      " 'Gunung Pandan River Tourism Area' 'Monumen Halilintar'] \n",
      "\n",
      "Itinerary  37  =  [(24643, 411, 55593174, 4.2)] ['Kebun Madu Efi' 'Batu Lobang Sibaganding' 'Pasir Putih Janggawari'\n",
      " 'Gunung Pandan River Tourism Area' 'Mester Bukit Lawang (Tour Guide)'] \n",
      "\n",
      "Itinerary  38  =  [(36128, 602, 81059913, 3.9)] ['Kebun Madu Efi' 'Amarjun Wisata' 'Pasir Putih Janggawari'\n",
      " 'Pantai Arta Indah' 'Pemandian Alam Agape'\n",
      " 'Gunung Pandan River Tourism Area' 'Bakarang Simalem'] \n",
      "\n",
      "Itinerary  39  =  [(21531, 359, 48692652, 4.2)] ['Kebun Madu Efi' 'Pasir Putih Janggawari'\n",
      " 'Gunung Pandan River Tourism Area' 'Warung Info Wisata'] \n",
      "\n",
      "Itinerary  40  =  [(35279, 588, 79177348, 4.0)] ['Kebun Madu Efi' 'Medan City Tour' 'Pasir Putih Janggawari' 'Stabat'\n",
      " 'Gunung Pandan River Tourism Area' 'Tts (Toru Tor Simarsayang) Cafe'] \n",
      "\n",
      "Itinerary  41  =  [(35989, 600, 80751696, 4.0)] ['Kebun Madu Efi' 'Uruk Ndaholi' 'Pasir Putih Janggawari'\n",
      " 'Gunung Pandan River Tourism Area' 'Pantai Pongkar'] \n",
      "\n",
      "Itinerary  42  =  [(20372, 340, 46122696, 4.0)] ['Kebun Madu Efi' 'Bukit Tara Bunga' 'Pasir Putih Janggawari'\n",
      " 'Great Mosque' 'Gunung Pandan River Tourism Area'\n",
      " 'Air Terjun Binanga Bolon'] \n",
      "\n",
      "Itinerary  43  =  [(36121, 602, 81044391, 4.0)] ['Kebun Madu Efi' 'Penangkaran Buaya Asam Kumbang'\n",
      " 'Pasir Putih Janggawari' 'Old City Hall' 'Masjid Agung Sibolga'\n",
      " 'Gunung Pandan River Tourism Area' 'Loket Bus Bintang Utara'] \n",
      "\n",
      "Itinerary  44  =  [(32211, 537, 72374391, 3.8)] ['Kebun Madu Efi' 'Siregar Aek Nalas' 'Pasir Putih Janggawari'\n",
      " 'Asahan Regency' 'Gunung Pandan River Tourism Area' 'Kualuh Hulu'] \n",
      "\n",
      "Itinerary  45  =  [(33261, 554, 74702652, 3.9)] ['Kebun Madu Efi' 'Telagah' 'Pasir Putih Janggawari' 'Wisata Merci'\n",
      " 'Saf Travel Indo' 'Gunung Pandan River Tourism Area'\n",
      " 'Air Terjun Simpang Kanan'] \n",
      "\n",
      "Itinerary  46  =  [(19134, 319, 43377565, 4.0)] ['Kebun Madu Efi' 'Cross Of Love' 'Pasir Putih Janggawari'\n",
      " 'Gunung Pandan River Tourism Area' 'Grand Darussalam. Ud'] \n",
      "\n",
      "Itinerary  47  =  [(26081, 435, 58781783, 3.8)] ['Kebun Madu Efi' 'Air Terjun Aek Nabontar' 'Pasir Putih Janggawari'\n",
      " 'Museum Lubuk Pakam' 'Gunung Pandan River Tourism Area'\n",
      " 'Romance Padi Perbaungan'] \n",
      "\n",
      "Itinerary  48  =  [(30607, 510, 68817696, 3.8)] ['Kebun Madu Efi' 'Tugu Kol' 'Pasir Putih Janggawari'\n",
      " 'Gunung Pandan River Tourism Area' 'Mja Travel'] \n",
      "\n",
      "Itinerary  49  =  [(44316, 739, 99215913, 3.9)] ['Kebun Madu Efi' 'Puncak Jb' 'Pasir Putih Janggawari'\n",
      " 'Masjid Raya Al Osmani' 'Sbv' 'Gunung Pandan River Tourism Area'\n",
      " 'A8 Village'] \n",
      "\n",
      "Itinerary  50  =  [(55440, 924, 123882174, 4.0)] ['Kebun Madu Efi' 'Sbv' 'Pasir Putih Janggawari' 'Danau Sipogas'\n",
      " 'Desa S.Kalangan Ii' 'Gunung Pandan River Tourism Area' 'Loket Satu Nusa'] \n",
      "\n",
      "Itinerary  51  =  [(19789, 330, 44829957, 4.0)] ['Kebun Madu Efi' 'Pasir Putih Janggawari'\n",
      " 'Gunung Pandan River Tourism Area' 'Tugu Kol'] \n",
      "\n",
      "Itinerary  52  =  [(35059, 584, 78689522, 3.8)] ['Kebun Madu Efi' 'Objek Wisata Luak Gadang, Guguak Rang Pisang'\n",
      " 'Pasir Putih Janggawari' 'Pawan Hot Water'\n",
      " 'Gunung Pandan River Tourism Area' 'Desa Adat Ragi Hotang Meat'] \n",
      "\n",
      "Itinerary  53  =  [(42006, 700, 94093739, 4.0)] ['Kebun Madu Efi' 'Tanjung Pura' 'Pasir Putih Janggawari'\n",
      " 'Rm Batunadua Indah' 'Gunung Pandan River Tourism Area'\n",
      " 'Puncak Kabur Bukit Villa'] \n",
      "\n",
      "Itinerary  54  =  [(25207, 420, 56843783, 3.6)] ['Kebun Madu Efi' 'Loket Bus Bintang Utara' 'Pasir Putih Janggawari'\n",
      " 'Go Adventure Tour & Travel Indonesia' 'Cis Tour & Travel'\n",
      " 'Gunung Pandan River Tourism Area' 'Wisata Rekreasi Danau Buatan'] \n",
      "\n",
      "Itinerary  55  =  [(15264, 254, 34796261, 4.0)] ['Kebun Madu Efi' 'Azizi Mosque' 'Pasir Putih Janggawari'\n",
      " 'Gunung Pandan River Tourism Area' 'Bukit Lawang Travel'] \n",
      "\n",
      "Itinerary  56  =  [(37339, 622, 83745174, 4.0)] ['Kebun Madu Efi' 'Pantai Barat Natal' 'Pasir Putih Janggawari'\n",
      " 'Gunung Pandan River Tourism Area' 'Masjid Raya Stabat'] \n",
      "\n",
      "Itinerary  57  =  [(28238, 471, 63564696, 4.1)] ['Kebun Madu Efi' 'Dokter Travel' 'Pasir Putih Janggawari' 'Simonis'\n",
      " 'Pas Pam Wisata' 'Gunung Pandan River Tourism Area' 'Perkebunan Londut'] \n",
      "\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Itinerary  58  =  [(38163, 636, 85572304, 4.2)] ['Kebun Madu Efi' 'Pt. Npm Perwakilan On Bus' 'Pasir Putih Janggawari'\n",
      " 'Objek Wisata Togindrawa Gua' 'Gunung Pandan River Tourism Area'\n",
      " 'Pantai Sikabau'] \n",
      "\n",
      "Itinerary  59  =  [(23324, 389, 52668435, 4.0)] ['Kebun Madu Efi' 'Warung Info Wisata' 'Pasir Putih Janggawari'\n",
      " 'Gunung Pandan River Tourism Area' 'Sumatra Orangutan Tours & Holidays'] \n",
      "\n",
      "Itinerary  60  =  [(23645, 394, 53380217, 4.0)] ['Kebun Madu Efi' 'Landak River' 'Pasir Putih Janggawari'\n",
      " 'Gunung Pandan River Tourism Area' 'The Heritage'] \n",
      "\n",
      "Itinerary  61  =  [(20250, 338, 45852174, 4.0)] ['Kebun Madu Efi' 'Stabat' 'Pasir Putih Janggawari'\n",
      " 'Gunung Pandan River Tourism Area' 'Merci Waterboom'] \n",
      "\n",
      "Itinerary  62  =  [(36275, 605, 81385870, 3.8)] ['Kebun Madu Efi' 'Disparbud Dairi' 'Pasir Putih Janggawari'\n",
      " 'Pantai Sorake Nias Selatan' 'Gunung Pandan River Tourism Area'\n",
      " 'One Heart Hill'] \n",
      "\n",
      "Itinerary  63  =  [(38998, 650, 87423826, 4.2)] ['Kebun Madu Efi' 'Air Terjun Kemuning' 'Pasir Putih Janggawari'\n",
      " 'Gunung Pandan River Tourism Area' 'Panatapan Parhalow'] \n",
      "\n",
      "Itinerary  64  =  [(35790, 596, 80310435, 4.0)] ['Kebun Madu Efi' 'Namo Cengkeh' 'Pasir Putih Janggawari'\n",
      " 'Lubuk Larangan Desa Padang Bulan' 'Gunung Pandan River Tourism Area'\n",
      " 'Kota Padang Sidempuan'] \n",
      "\n",
      "Itinerary  65  =  [(26597, 443, 59925957, 4.2)] ['Kebun Madu Efi' 'Bukitlawang Trek' 'Pasir Putih Janggawari'\n",
      " 'Gunung Pandan River Tourism Area' 'Pusat Posko \"Teroh-Teroh.'] \n",
      "\n",
      "Itinerary  66  =  [(23684, 395, 53466696, 4.0)] ['Kebun Madu Efi' 'Pasir Putih Janggawari'\n",
      " 'Gunung Pandan River Tourism Area' 'Explore Bahorok Adventure Trip'] \n",
      "\n",
      "Itinerary  67  =  [(29635, 494, 66662391, 4.0)] ['Kebun Madu Efi' 'Tanjung Unta' 'Pasir Putih Janggawari'\n",
      " 'Revolution Heroes Monument' 'Gunung Pandan River Tourism Area'\n",
      " 'Wisata Merci'] \n",
      "\n",
      "Itinerary  68  =  [(18152, 303, 41200087, 3.8)] ['Kebun Madu Efi' 'Pasir Putih Janggawari'\n",
      " 'Gunung Pandan River Tourism Area' 'Disparbud Dairi'] \n",
      "\n",
      "Itinerary  69  =  [(13204, 220, 30228435, 3.8)] ['Kebun Madu Efi' 'Pasir Putih Janggawari'\n",
      " 'Gunung Pandan River Tourism Area' 'Nice Trans Kisaran'] \n",
      "\n",
      "Itinerary  70  =  [(20083, 335, 45481870, 4.0)] ['Kebun Madu Efi' 'Simanimbo Waterfall' 'Pasir Putih Janggawari'\n",
      " 'Gunung Pandan River Tourism Area' 'Pt Wisata Habibah Berkah'] \n",
      "\n",
      "Itinerary  71  =  [(52832, 881, 118099217, 3.9)] ['Kebun Madu Efi' 'Air Terjun Linggahara-Rantau Prapat'\n",
      " 'Pasir Putih Janggawari' 'Sopo Partungkoan' 'Taman Kota Tanjungbalai'\n",
      " 'Gunung Pandan River Tourism Area' 'Abadas Jaya'] \n",
      "\n",
      "Itinerary  72  =  [(44173, 736, 98898826, 4.0)] ['Kebun Madu Efi' 'Rm Batunadua Indah' 'Pasir Putih Janggawari'\n",
      " 'Stasiun Binjai' 'Pondok Wisata Lagundi Samosir'\n",
      " 'Gunung Pandan River Tourism Area' 'Padang Lawas Regency'] \n",
      "\n",
      "Itinerary  73  =  [(34400, 573, 77228261, 3.7)] ['Kebun Madu Efi' 'Balai Datuk Setia Maharaja Negeri Serdang'\n",
      " 'Pasir Putih Janggawari' 'Masjid Lama Kabanjahe'\n",
      " 'Gunung Pandan River Tourism Area' 'Air Terjun Taman Eden 100, Tobasa'] \n",
      "\n",
      "Itinerary  74  =  [(31302, 522, 70358783, 3.6)] ['Kebun Madu Efi' 'Mobil Wisata Medan' 'Pasir Putih Janggawari'\n",
      " 'Rudang Mayang' 'Sitinjo' 'Gunung Pandan River Tourism Area'\n",
      " 'The Heritage'] \n",
      "\n",
      "Itinerary  75  =  [(29776, 496, 66975043, 4.2)] ['Kebun Madu Efi' 'Puncak Paranginan,Aek Nabirong'\n",
      " 'Pasir Putih Janggawari' 'Gunung Pandan River Tourism Area'\n",
      " 'Bukit Lawang Trip'] \n",
      "\n",
      "Itinerary  76  =  [(39390, 656, 88293043, 3.8)] ['Kebun Madu Efi' 'Loket Satu Nusa' 'Pasir Putih Janggawari'\n",
      " 'Bukit Burung' 'Gunung Pandan River Tourism Area'\n",
      " 'Air Terjun Pelangi Indah'] \n",
      "\n",
      "Itinerary  77  =  [(21024, 350, 47568435, 4.2)] ['Kebun Madu Efi' 'Museum Pusaka Karo - Berastagi'\n",
      " 'Pasir Putih Janggawari' 'Gunung Pandan River Tourism Area' 'Telagah'] \n",
      "\n",
      "Itinerary  78  =  [(41956, 699, 93982870, 3.9)] ['Kebun Madu Efi' 'Air Terjun Bah Salak' 'Pasir Putih Janggawari'\n",
      " 'Gereja Katolik St. Dionysius, Sumbul' 'Lumban Binanga Beach Laguboti'\n",
      " 'Gunung Pandan River Tourism Area' 'Batang Bahal'] \n",
      "\n",
      "Itinerary  79  =  [(56726, 945, 126733739, 3.9)] ['Kebun Madu Efi' 'R.M Wisata Indah' 'Pasir Putih Janggawari'\n",
      " 'Waterpark Bima Utomo International' 'Lorong Indah'\n",
      " 'Gunung Pandan River Tourism Area' 'Air Terjun Sarasah Kajai'] \n",
      "\n",
      "Itinerary  80  =  [(20065, 334, 45441957, 4.0)] ['Kebun Madu Efi' 'Pasir Putih Janggawari'\n",
      " 'Gunung Pandan River Tourism Area' 'Pelangi Nusantara'] \n",
      "\n",
      "Itinerary  81  =  [(23621, 394, 53327000, 3.8)] ['Kebun Madu Efi' 'Pasir Putih Janggawari'\n",
      " 'Gunung Pandan River Tourism Area' 'Pemandian Air Panas Goa Ergendang'] \n",
      "\n",
      "Itinerary  82  =  [(22484, 375, 50805826, 4.0)] ['Kebun Madu Efi' 'Puncak Saragodung' 'Pasir Putih Janggawari'\n",
      " 'Gunung Pandan River Tourism Area' 'Air Terjun Bah Salak'] \n",
      "\n",
      "Itinerary  83  =  [(33290, 555, 74766957, 4.0)] ['Kebun Madu Efi' 'Auliya Tour & Travel' 'Pasir Putih Janggawari'\n",
      " 'Masjid Lama Gang Bengkok' 'Gunung Pandan River Tourism Area'\n",
      " 'Wisata Merci'] \n",
      "\n",
      "Itinerary  84  =  [(21960, 366, 49643913, 4.2)] ['Kebun Madu Efi' 'Lau Bingai' 'Pasir Putih Janggawari'\n",
      " 'Gunung Pandan River Tourism Area' 'Cross Of Love'] \n",
      "\n",
      "Itinerary  85  =  [(17340, 289, 39399565, 4.2)] ['Kebun Madu Efi' 'Grand Darussalam. Ud' 'Pasir Putih Janggawari'\n",
      " 'Pantai Cermin Theme Park & Resort Hotel'\n",
      " 'Gunung Pandan River Tourism Area' 'Pt. Sky Ocean Travel'] \n",
      "\n",
      "Itinerary  86  =  [(33752, 563, 75791391, 4.0)] ['Kebun Madu Efi' 'De Hole Laguna' 'Pasir Putih Janggawari'\n",
      " 'Pantai Maligi' 'Gunung Pandan River Tourism Area'\n",
      " 'Penangkaran Buaya Asam Kumbang'] \n",
      "\n",
      "Itinerary  87  =  [(37939, 632, 85075609, 3.7)] ['Kebun Madu Efi' 'Ksu Antara Travel' 'Pasir Putih Janggawari'\n",
      " 'Balai Datuk Setia Maharaja Negeri Serdang'\n",
      " 'Gunung Pandan River Tourism Area' 'Masjid Raya'] \n",
      "\n",
      "Itinerary  88  =  [(33576, 560, 75401130, 3.4)] ['Kebun Madu Efi' 'Wisata Sipinsur' 'Pasir Putih Janggawari'\n",
      " 'Wisata Alam \"Panatapan Parupuk Julu\"' 'Taman Sungai Padang'\n",
      " 'Gunung Pandan River Tourism Area' 'Titi Gantung Bridge'] \n",
      "\n",
      "Itinerary  89  =  [(37343, 622, 83754043, 4.2)] ['Kebun Madu Efi' 'Toddler Garden Binjai' 'Pasir Putih Janggawari'\n",
      " 'Air Terjun Lenggo Geni' 'Gunung Pandan River Tourism Area'\n",
      " 'Tanjung Unta'] \n",
      "\n",
      "Itinerary  90  =  [(33359, 556, 74919957, 4.0)] ['Kebun Madu Efi' 'Kebun Madu Efi' 'Pasir Putih Janggawari' 'Abadas Jaya'\n",
      " 'Gunung Pandan River Tourism Area' 'Ambar Onan Runggu'] \n",
      "\n",
      "Itinerary  91  =  [(46159, 769, 103302565, 4.0)] ['Kebun Madu Efi' 'Kantor Po Pinem Bus' 'Pasir Putih Janggawari'\n",
      " 'Tugu Simpang Empat' 'Lau Teba Langkat'\n",
      " 'Gunung Pandan River Tourism Area' 'Bukit Suligi'] \n",
      "\n",
      "Itinerary  92  =  [(48896, 815, 109371565, 4.0)] ['Kebun Madu Efi' 'Museum Simalungun' 'Pasir Putih Janggawari'\n",
      " 'Handreva Tour' 'Pemandian Air Panas Rianiate'\n",
      " 'Gunung Pandan River Tourism Area' 'Sumatra Jungle Trek'] \n",
      "\n",
      "Itinerary  93  =  [(32009, 533, 71926478, 4.0)] ['Kebun Madu Efi' 'Tour Accomodation' 'Pasir Putih Janggawari'\n",
      " 'Rumah Wisata Sunggal' 'Romance Padi Perbaungan'\n",
      " 'Gunung Pandan River Tourism Area' 'Sri Supramaniyam Temple'] \n",
      "\n",
      "Itinerary  94  =  [(30940, 516, 69556087, 4.1)] ['Kebun Madu Efi' 'Bersama Travel' 'Pasir Putih Janggawari'\n",
      " 'Nature Baths Gantang Rani' 'Jembatan Dalik Lubuk Sikaping'\n",
      " 'Gunung Pandan River Tourism Area' 'Jembatan Lae Pandaroh'] \n",
      "\n",
      "Itinerary  95  =  [(27498, 458, 61923826, 3.9)] ['Kebun Madu Efi' 'Bukit Lawang Guide' 'Pasir Putih Janggawari'\n",
      " 'Wisata Alam Siringo' 'Air Terjun Simonang Monang'\n",
      " 'Gunung Pandan River Tourism Area' 'Pemandian Air Panas Rianiate'] \n",
      "\n",
      "Itinerary  96  =  [(20902, 348, 47297913, 4.0)] ['Kebun Madu Efi' 'Pasir Putih Janggawari'\n",
      " 'Gunung Pandan River Tourism Area' 'Air Terjun Aek Godang'] \n",
      "\n",
      "Itinerary  97  =  [(27594, 460, 62136696, 4.0)] ['Kebun Madu Efi' 'Air Terjun Linggahara-Rantau Prapat'\n",
      " 'Pasir Putih Janggawari' 'Gunung Pandan River Tourism Area'\n",
      " 'Bersama Travel'] \n",
      "\n",
      "Itinerary  98  =  [(26243, 437, 59141000, 4.2)] ['Kebun Madu Efi' 'Rumah Wisata Sunggal' 'Pasir Putih Janggawari'\n",
      " 'Gunung Pandan River Tourism Area' 'Air Terjun Baburai'] \n",
      "\n",
      "Itinerary  99  =  [(16245, 271, 36971522, 3.8)] ['Kebun Madu Efi' 'Pasir Putih Janggawari'\n",
      " 'Gunung Pandan River Tourism Area' 'Taman Aek Kota Batu Labura'] \n",
      "\n",
      "Itinerary  100  =  [(47205, 787, 105621957, 4.0)] ['Kebun Madu Efi' 'Replika Istana Serdang' 'Pasir Putih Janggawari'\n",
      " 'Pertunjukan Tari Sigale Gale' 'Gunung Pandan River Tourism Area'\n",
      " 'Handreva Tour'] \n",
      "\n",
      "Itinerary  101  =  [(18497, 308, 41965087, 4.2)] ['Kebun Madu Efi' 'Dermaga Silalahi' 'Pasir Putih Janggawari'\n",
      " 'Gunung Pandan River Tourism Area' 'Pantai Katung Binasi'] \n",
      "\n",
      "Itinerary  102  =  [(39559, 659, 88667783, 4.1)] ['Kebun Madu Efi' 'Masjid Raya Stabat' 'Pasir Putih Janggawari'\n",
      " 'Monumen Halilintar' 'Deleng Bencirus' 'Gunung Pandan River Tourism Area'\n",
      " 'Ikan Larangan Lubuak Landua'] \n",
      "\n",
      "Itinerary  103  =  [(28961, 483, 65167870, 3.9)] ['Kebun Madu Efi' 'Malay Street Medan' 'Pasir Putih Janggawari'\n",
      " 'Pemandian Alam Loknya' 'Wisata Makam Papan Tinggi Barus'\n",
      " 'Gunung Pandan River Tourism Area' 'Taman Danau Wisata Bunga Tujuh'] \n",
      "\n",
      "Itinerary  104  =  [(33038, 551, 74208174, 3.9)] ['Kebun Madu Efi' 'Penangkaran Buaya Asam Kumbang'\n",
      " 'Pasir Putih Janggawari' 'Pesona Alam Panorama Indah. Pt'\n",
      " 'Water Park Tambunan' 'Gunung Pandan River Tourism Area'\n",
      " 'Laterzhya Zimhuli'] \n",
      "\n",
      "Itinerary  105  =  [(35231, 587, 79070913, 4.0)] ['Kebun Madu Efi' 'Penatapan Pamah Simelir' 'Pasir Putih Janggawari'\n",
      " 'Gunung Pandan River Tourism Area' 'Taman Kota Salak (Tugu Salak)'] \n",
      "\n",
      "Itinerary  106  =  [(38313, 639, 85904913, 4.1)] ['Kebun Madu Efi' 'Tinggi Raja' 'Pasir Putih Janggawari'\n",
      " 'Warung Info Wisata'\n",
      " 'Batu Kursi Raja Siallagan ( Stone Chair Of King Siallagan )'\n",
      " 'Gunung Pandan River Tourism Area' 'Poldung'] \n",
      "\n",
      "Itinerary  107  =  [(36568, 609, 82035565, 3.8)] ['Kebun Madu Efi' 'Pawan Hot Water' 'Pasir Putih Janggawari' 'Saba Napa'\n",
      " 'Gunung Pandan River Tourism Area' 'Tanjung Pura'] \n",
      "\n",
      "Itinerary  108  =  [(36535, 609, 81962391, 3.8)] ['Kebun Madu Efi' 'Kuamang Ujung Gading' 'Pasir Putih Janggawari'\n",
      " 'Loket Satu Nusa' 'Gunung Pandan River Tourism Area' 'Pt. Pmn Travel Bus'] \n",
      "\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Itinerary  109  =  [(24056, 401, 54291565, 3.8)] ['Kebun Madu Efi' 'Delta' 'Pasir Putih Janggawari'\n",
      " 'Gunung Pandan River Tourism Area' 'Masjid Al Osmani'] \n",
      "\n",
      "Itinerary  110  =  [(31141, 519, 70001783, 3.9)] ['Kebun Madu Efi' 'Bukit Travel Gibeon' 'Pasir Putih Janggawari'\n",
      " 'Air Terjun Pantai Salak' 'North Padang Lawas Regency'\n",
      " 'Gunung Pandan River Tourism Area' 'Panorama Uruk Lisang'] \n",
      "\n",
      "Itinerary  111  =  [(30432, 507, 68429652, 4.2)] ['Kebun Madu Efi' 'Air Terjun Aek Godang' 'Pasir Putih Janggawari'\n",
      " 'Dunia Outbound Camp' 'Gunung Pandan River Tourism Area'\n",
      " 'Taman Kebun Bunga èŒ ã¦Â¦Â€¢Ã¥Å“€™'] \n",
      "\n",
      "Itinerary  112  =  [(32056, 534, 72030696, 4.0)] ['Kebun Madu Efi' 'Letter Z' 'Pasir Putih Janggawari'\n",
      " 'Sibio-Bio Adventure Park' 'Gunung Pandan River Tourism Area'\n",
      " 'Landak River'] \n",
      "\n",
      "Itinerary  113  =  [(47567, 793, 106424652, 3.9)] ['Kebun Madu Efi' 'Mangrove Tour Lubuk Kertang' 'Pasir Putih Janggawari'\n",
      " 'Air Terjun Pantai Salak' 'Pantai Batu Rusa'\n",
      " 'Gunung Pandan River Tourism Area' 'Batu Marhosa'] \n",
      "\n",
      "Itinerary  114  =  [(24625, 410, 55553261, 3.8)] ['Kebun Madu Efi' 'Sumatra Orangutan Tours & Holidays'\n",
      " 'Pasir Putih Janggawari' 'Gunung Pandan River Tourism Area'\n",
      " 'Rm Batunadua Indah'] \n",
      "\n",
      "Itinerary  115  =  [(21563, 359, 48763609, 3.7)] ['Kebun Madu Efi' 'Vihara Avalokitesvara' 'Pasir Putih Janggawari'\n",
      " 'Air Terjun Tarunggang' 'Gunung Pandan River Tourism Area'\n",
      " 'Oyo 1752 Hotel Wisata'] \n",
      "\n",
      "Itinerary  116  =  [(23031, 384, 52018739, 4.0)] ['Kebun Madu Efi' 'Parhallow Viewpoint And Coffee Shop'\n",
      " 'Pasir Putih Janggawari' 'Gunung Pandan River Tourism Area'\n",
      " 'Dolok Bunga Sirandorung'] \n",
      "\n",
      "Itinerary  117  =  [(17502, 292, 39758783, 4.0)] ['Kebun Madu Efi' 'Pasir Putih Janggawari'\n",
      " 'Gunung Pandan River Tourism Area' 'Pemandian Air Panas Huta Raja'] \n",
      "\n",
      "Itinerary  118  =  [(19415, 324, 44000652, 4.0)] ['Kebun Madu Efi' 'Pasir Putih Janggawari'\n",
      " 'Gunung Pandan River Tourism Area' 'Vihara Gunung Timur'] \n",
      "\n",
      "Itinerary  119  =  [(31691, 528, 71221348, 4.1)] ['Kebun Madu Efi' 'Bukit Travel Gibeon' 'Pasir Putih Janggawari'\n",
      " 'Tugu Simpang Empat' 'Pt. Npm Perwakilan On Bus'\n",
      " 'Gunung Pandan River Tourism Area' 'Abadas Jaya'] \n",
      "\n",
      "Itinerary  120  =  [(31272, 521, 70292261, 4.3)] ['Kebun Madu Efi' 'Panatapan Parhalow' 'Pasir Putih Janggawari'\n",
      " 'Pemandian Alam Loknya' 'Lau Bengkelade Kuta'\n",
      " 'Gunung Pandan River Tourism Area' 'Tinggi Raja'] \n",
      "\n",
      "Itinerary  121  =  [(28875, 481, 64977174, 4.0)] ['Kebun Madu Efi' 'Sabah Simelir' 'Pasir Putih Janggawari'\n",
      " 'Gunung Pandan River Tourism Area' 'Pemandian Air Panas Huta Raja'] \n",
      "\n",
      "Itinerary  122  =  [(25692, 428, 57919217, 3.5)] ['Kebun Madu Efi' 'Pasar Tomok' 'Pasir Putih Janggawari'\n",
      " 'Pt Pelangi Wisata' 'Gunung Pandan River Tourism Area' 'Pantai Pongkar'] \n",
      "\n",
      "Itinerary  123  =  [(24757, 413, 55845957, 4.0)] ['Kebun Madu Efi' 'Kisaran Kota' 'Pasir Putih Janggawari'\n",
      " 'Gunung Pandan River Tourism Area' 'Air Terjun Malakkut'] \n",
      "\n",
      "Itinerary  124  =  [(33683, 561, 75638391, 4.1)] ['Kebun Madu Efi' 'North Namu Ukur' 'Pasir Putih Janggawari'\n",
      " 'Masjid Raya Nur Addin' 'Pusat Kuliner Kota Sibolga'\n",
      " 'Gunung Pandan River Tourism Area' 'Tapian Puti'] \n",
      "\n",
      "Itinerary  125  =  [(13347, 222, 30545522, 4.0)] ['Kebun Madu Efi' 'Pasir Putih Janggawari'\n",
      " 'Gunung Pandan River Tourism Area' 'Mandailing Natal Regency'] \n",
      "\n",
      "Itinerary  126  =  [(11828, 197, 27177304, 4.0)] ['Kebun Madu Efi' 'Pasir Putih Janggawari'\n",
      " 'Gunung Pandan River Tourism Area' 'Museum Karo Lingga'] \n",
      "\n",
      "Itinerary  127  =  [(43743, 729, 97945348, 4.0)] ['Kebun Madu Efi' 'Batak Museum' 'Pasir Putih Janggawari'\n",
      " 'Taman Remaja Binjai' 'Gunung Pandan River Tourism Area'\n",
      " 'Sibio-Bio Adventure Park'] \n",
      "\n",
      "Itinerary  128  =  [(25735, 429, 58014565, 4.0)] ['Kebun Madu Efi' 'Taman Kota Salak (Tugu Salak)' 'Pasir Putih Janggawari'\n",
      " 'Gunung Pandan River Tourism Area' 'Gedung Nasional Djauli Manik'] \n",
      "\n",
      "Itinerary  129  =  [(18005, 300, 40874130, 4.0)] ['Kebun Madu Efi' 'Simanimbo Waterfall' 'Pasir Putih Janggawari'\n",
      " 'Gunung Pandan River Tourism Area' 'Chinatown Medan'] \n",
      "\n",
      "Itinerary  130  =  [(23607, 393, 53295957, 3.7)] ['Kebun Madu Efi' 'Alam Wisata Danau Laut Tador' 'Pasir Putih Janggawari'\n",
      " 'Pantai Paris' 'Gunung Pandan River Tourism Area' 'Disparbud Dairi'] \n",
      "\n",
      "Itinerary  131  =  [(32985, 550, 74090652, 3.9)] ['Kebun Madu Efi' 'Wisata Alam' 'Pasir Putih Janggawari'\n",
      " 'Objek Wisata Luak Gadang, Guguak Rang Pisang'\n",
      " 'Gunung Pandan River Tourism Area' 'Dairi Regency'] \n",
      "\n",
      "Itinerary  132  =  [(17194, 287, 39075826, 4.0)] ['Kebun Madu Efi' 'Pasir Putih Janggawari'\n",
      " 'Gunung Pandan River Tourism Area' 'Poldung'] \n",
      "\n",
      "Itinerary  133  =  [(32924, 549, 73955391, 3.9)] ['Kebun Madu Efi' 'Bagan Percut' 'Pasir Putih Janggawari'\n",
      " 'Puncak Gundaling Brastagi' 'Malay Street Medan'\n",
      " 'Gunung Pandan River Tourism Area' 'Tanjung Pura'] \n",
      "\n",
      "Itinerary  134  =  [(50472, 841, 112866174, 4.0)] ['Kebun Madu Efi' 'Pantai Sikilang' 'Pasir Putih Janggawari'\n",
      " 'Makam Ompung Parmata Sapihak' 'Gunung Pandan River Tourism Area'\n",
      " 'Istana Kerajaan Rokan'] \n",
      "\n",
      "Itinerary  135  =  [(21982, 366, 49692696, 3.8)] ['Kebun Madu Efi' 'Tapian Siri-Siri Syariah' 'Pasir Putih Janggawari'\n",
      " 'Gunung Pandan River Tourism Area' 'Vania Travel'] \n",
      "\n"
     ]
    }
   ],
   "source": [
    "Evalu = printEA.printtea()\n",
    "Evalu"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[([(64248, 1071, 143412957, 3.6)],\n",
       "  array(['Klenteng Gunung Timur', 'Lubuk Batang Waterfall',\n",
       "         'Danau Tao Batang Onang', 'Air Terjun Sibabo',\n",
       "         'State Museum Of North Sumatra', 'Oyo 1752 Hotel Wisata',\n",
       "         'Alun Alun Kota Kisaran'], dtype='<U45')),\n",
       " ([(41802, 697, 93641391, 3.1)],\n",
       "  array(['Klenteng Gunung Timur', 'Museum Kota Tebing Tinggi',\n",
       "         'Danau Tao Batang Onang', 'Kuta Sukareme',\n",
       "         'Mandailing Natal Regency', 'Oyo 1752 Hotel Wisata',\n",
       "         'Kolam Renang Pesona Wisata'], dtype='<U29')),\n",
       " ([(24686, 411, 55688522, 4.0)],\n",
       "  array(['Klenteng Gunung Timur', 'Muara Beach Beautiful',\n",
       "         'Danau Tao Batang Onang', 'Oyo 1752 Hotel Wisata',\n",
       "         'Lau Bengkelade Kuta'], dtype='<U22')),\n",
       " ([(42167, 703, 94450739, 3.7)],\n",
       "  array(['Klenteng Gunung Timur', 'Pool Bus Intra',\n",
       "         'Danau Tao Batang Onang', 'Dinas Kebudayaan & Pariwisata',\n",
       "         'Oyo 1752 Hotel Wisata', 'Pantai Sorake Nias Selatan'],\n",
       "        dtype='<U41')),\n",
       " ([(31816, 530, 71498522, 4.0)],\n",
       "  array(['Klenteng Gunung Timur', 'Go Adventure Tour & Travel Indonesia',\n",
       "         'Danau Tao Batang Onang', 'Toba Lake Sibolahotang Beautiful Beach',\n",
       "         'Oyo 1752 Hotel Wisata', 'Tor Simago-Mago'], dtype='<U38')),\n",
       " ([(22806, 380, 51519826, 3.8)],\n",
       "  array(['Klenteng Gunung Timur', 'Danau Tao Batang Onang',\n",
       "         'Oyo 1752 Hotel Wisata', 'Lingga Cultural Village'], dtype='<U23')),\n",
       " ([(24418, 407, 55094261, 3.8)],\n",
       "  array(['Klenteng Gunung Timur', 'Danau Tao Batang Onang',\n",
       "         'Oyo 1752 Hotel Wisata', 'Taman Benteng Lions Club'], dtype='<U24')),\n",
       " ([(33793, 563, 75882304, 3.8)],\n",
       "  array(['Klenteng Gunung Timur', 'Counters Kupj Simpang Sei Kopas',\n",
       "         'Danau Tao Batang Onang', 'Konservasi Sungai Kukam',\n",
       "         'Oyo 1752 Hotel Wisata', 'Rumah Makan Irian'], dtype='<U32')),\n",
       " ([(30822, 514, 69294435, 3.8)], array(['Klenteng Gunung Timur',\n",
       "         'Puncak Pelangkah Gading, Kutambaru, Munte, Kab. Karo, Sumut',\n",
       "         'Danau Tao Batang Onang', 'De Hole Laguna',\n",
       "         'Oyo 1752 Hotel Wisata', 'Taman Gajah Mada'], dtype='<U59')),\n",
       " ([(22265, 371, 50320217, 4.0)],\n",
       "  array(['Klenteng Gunung Timur', 'Danau Tao Batang Onang',\n",
       "         'Oyo 1752 Hotel Wisata', 'Danau Laut Tinggal'], dtype='<U32')),\n",
       " ([(31913, 532, 71713609, 3.6)],\n",
       "  array(['Klenteng Gunung Timur', 'Lau Teba Langkat',\n",
       "         'Danau Tao Batang Onang', 'Oyo 1752 Hotel Wisata',\n",
       "         'Objek Wisata Luak Gadang, Guguak Rang Pisang'], dtype='<U44')),\n",
       " ([(37708, 628, 84563391, 4.0)], array(['Klenteng Gunung Timur',\n",
       "         'Kantor Dinas Pariwisata Kabupaten Humbang Hasundutan',\n",
       "         'Danau Tao Batang Onang', 'Pisang Pelangi', 'Sansan Travel',\n",
       "         'Oyo 1752 Hotel Wisata', 'Air Terjun Baburai'], dtype='<U52')),\n",
       " ([(34961, 583, 78472217, 3.6)],\n",
       "  array(['Klenteng Gunung Timur', 'Aek Milas Paringgonan Sibuhuan',\n",
       "         'Danau Tao Batang Onang', 'Alun Alun Lubuk Sikpaing',\n",
       "         'Air Terjun Sampuran Widuri', 'Oyo 1752 Hotel Wisata',\n",
       "         'Rumah Irmayanti Lubis'], dtype='<U39')),\n",
       " ([(27716, 462, 62407217, 3.8)],\n",
       "  array(['Klenteng Gunung Timur', 'Masjid Raya', 'Danau Tao Batang Onang',\n",
       "         'Oyo 1752 Hotel Wisata', 'Pt. Hikmah'], dtype='<U27')),\n",
       " ([(28716, 479, 64624609, 3.7)], array(['Klenteng Gunung Timur',\n",
       "         'Kantor Dinas Pariwisata Kabupaten Humbang Hasundutan',\n",
       "         'Danau Tao Batang Onang', 'Air Terjun Sitiotio',\n",
       "         'Penangkaran Rusa Universitas Sumatera Utara',\n",
       "         'Oyo 1752 Hotel Wisata', 'Ikan Larangan Lubuak Landua'],\n",
       "        dtype='<U52')),\n",
       " ([(54803, 913, 122469696, 3.9)],\n",
       "  array(['Klenteng Gunung Timur', 'Bukit Lawang Trip',\n",
       "         'Danau Tao Batang Onang',\n",
       "         'Lokasi Wisata Pemandian Air Panas Sipoholon', 'Danau Sipogas',\n",
       "         'Oyo 1752 Hotel Wisata', 'Luppatan Tali - Tali'], dtype='<U43')),\n",
       " ([(26886, 448, 60566783, 3.8)], array(['Klenteng Gunung Timur',\n",
       "         'Penangkaran Rusa Universitas Sumatera Utara',\n",
       "         'Danau Tao Batang Onang', 'Oyo 1752 Hotel Wisata',\n",
       "         'Air Travel Parsariran'], dtype='<U43')),\n",
       " ([(38780, 646, 86940435, 3.9)],\n",
       "  array(['Klenteng Gunung Timur', 'Nice Trans Kisaran',\n",
       "         'Danau Tao Batang Onang', 'Langkat Regency',\n",
       "         'Market Wisata (Tour Bangkok, Tour Phuket, Tour Medan)',\n",
       "         'Oyo 1752 Hotel Wisata',\n",
       "         'Taman Kebun Bunga èŒ  榀¢ 圀™'], dtype='<U53')),\n",
       " ([(47274, 788, 105774957, 4.1)],\n",
       "  array(['Klenteng Gunung Timur', 'Padang Lawas Regency',\n",
       "         'Danau Tao Batang Onang', 'Ende Holidays',\n",
       "         'Revolution Heroes Monument', 'Oyo 1752 Hotel Wisata',\n",
       "         'Lake Toba Viewpoint'], dtype='<U26')),\n",
       " ([(55280, 921, 123527391, 3.9)],\n",
       "  array(['Klenteng Gunung Timur', 'Aek Milas', 'Danau Tao Batang Onang',\n",
       "         'Wisata Air Parsariran', 'Lorong Indah', 'Oyo 1752 Hotel Wisata',\n",
       "         'Masjid Agung Islamic Centre Pasir Pengaraian Rohul'], dtype='<U50')),\n",
       " ([(49808, 830, 111393826, 3.6)],\n",
       "  array(['Klenteng Gunung Timur', 'Masjid Agung Ahmad Bakrie Kisaran',\n",
       "         'Danau Tao Batang Onang', 'Delta', 'Lapangan Pasir',\n",
       "         'Oyo 1752 Hotel Wisata',\n",
       "         'Pemandian Air Panas Sibayak Mardinding Julu'], dtype='<U43')),\n",
       " ([(43440, 724, 97273478, 3.8)],\n",
       "  array(['Klenteng Gunung Timur', 'Biro Jasa', 'Danau Tao Batang Onang',\n",
       "         'Oyo 1752 Hotel Wisata', 'Sibio-Bio Adventure Park'], dtype='<U28')),\n",
       " ([(49846, 831, 111478087, 3.4)],\n",
       "  array(['Klenteng Gunung Timur', 'Kupu-Kupu Garden Guest House & Cafe',\n",
       "         'Danau Tao Batang Onang', 'Sitinjo',\n",
       "         'Bukit Lawang Ecotourism & Ecoproject', 'Oyo 1752 Hotel Wisata',\n",
       "         'Jembatan Dalik Lubuk Sikaping'], dtype='<U36')),\n",
       " ([(51150, 852, 114369565, 3.3)],\n",
       "  array(['Klenteng Gunung Timur', 'Pinang City', 'Danau Tao Batang Onang',\n",
       "         'Wisata Pemandian Water Hill', 'Oyo 1752 Hotel Wisata',\n",
       "         'Nice Trans Kisaran'], dtype='<U27')),\n",
       " ([(43188, 720, 96714696, 3.9)],\n",
       "  array(['Klenteng Gunung Timur', 'Air Terjun Aek Godang',\n",
       "         'Danau Tao Batang Onang', 'Lau Gendang,Wisata Gua',\n",
       "         'Parhallow Viewpoint And Coffee Shop', 'Oyo 1752 Hotel Wisata',\n",
       "         'Poldung'], dtype='<U35')),\n",
       " ([(32223, 537, 72401000, 3.8)], array(['Klenteng Gunung Timur',\n",
       "         'Lokasi Wisata Pemandian Air Panas Sipoholon',\n",
       "         'Danau Tao Batang Onang', 'Oyo 1752 Hotel Wisata',\n",
       "         'Taman Balita Kota Binjai'], dtype='<U43')),\n",
       " ([(22309, 372, 50417783, 3.8)],\n",
       "  array(['Klenteng Gunung Timur', 'Pt. Raya Utama Travel',\n",
       "         'Danau Tao Batang Onang', 'Great Mosque', 'Oyo 1752 Hotel Wisata',\n",
       "         'Klenteng Gunung Timur'], dtype='<U46')),\n",
       " ([(37515, 625, 84135435, 3.8)],\n",
       "  array(['Klenteng Gunung Timur', 'Patung Dewi Kwan Im',\n",
       "         'Danau Tao Batang Onang', 'Wisata Sipinsur',\n",
       "         'Oyo 1752 Hotel Wisata', 'Air Terjun Aek Godang'], dtype='<U25')),\n",
       " ([(49607, 827, 110948130, 3.8)],\n",
       "  array(['Klenteng Gunung Timur', 'Kupu-Kupu Garden Guest House & Cafe',\n",
       "         'Danau Tao Batang Onang', 'Panorama Uruk Lisang',\n",
       "         'Taman Danau Wisata Bunga Tujuh', 'Oyo 1752 Hotel Wisata',\n",
       "         'Air Terjun Kemuning'], dtype='<U35')),\n",
       " ([(24528, 409, 55338174, 3.5)],\n",
       "  array(['Klenteng Gunung Timur', 'Danau Tao Batang Onang',\n",
       "         'Oyo 1752 Hotel Wisata', 'Romance Padi Perbaungan'], dtype='<U23')),\n",
       " ([(33280, 555, 74744783, 3.8)],\n",
       "  array(['Klenteng Gunung Timur', 'Danau Tao Batang Onang',\n",
       "         'Oyo 1752 Hotel Wisata', 'Masjid Raya Kisaran Kota'], dtype='<U30')),\n",
       " ([(47328, 789, 105894696, 3.9)],\n",
       "  array(['Klenteng Gunung Timur', 'Mangrove Tour Lubuk Kertang',\n",
       "         'Danau Tao Batang Onang', 'Sampuren Tutuen Sige',\n",
       "         'Pantai Pasir Putih Parparean', 'Oyo 1752 Hotel Wisata',\n",
       "         'Air Terjun Pongkar'], dtype='<U36')),\n",
       " ([(50771, 846, 113529174, 3.6)],\n",
       "  array(['Klenteng Gunung Timur', 'Museum Deli Serdang',\n",
       "         'Danau Tao Batang Onang', 'Museum Lubuk Pakam',\n",
       "         'Wisata Alam Aek Markusasak', 'Oyo 1752 Hotel Wisata',\n",
       "         'Loket Bus Bintang Utara'], dtype='<U30')),\n",
       " ([(28279, 471, 63655609, 3.8)],\n",
       "  array(['Klenteng Gunung Timur', 'Pasir Putih Porsea',\n",
       "         'Danau Tao Batang Onang', 'Oyo 1752 Hotel Wisata',\n",
       "         'Kantor Po Pinem Bus'], dtype='<U38')),\n",
       " ([(39291, 655, 88073522, 3.8)],\n",
       "  array(['Klenteng Gunung Timur', 'Tugu Pahlawan Revolusi',\n",
       "         'Danau Tao Batang Onang', 'Oyo 1752 Hotel Wisata',\n",
       "         'Bukit Lawang Orangutan Trekking'], dtype='<U31')),\n",
       " ([(30905, 515, 69478478, 3.8)], array(['Klenteng Gunung Timur',\n",
       "         'Tour Guide,Tarna Sagala.German &Dutch Speaking',\n",
       "         'Danau Tao Batang Onang', 'Oyo 1752 Hotel Wisata',\n",
       "         'Penatapan Pamah Simelir'], dtype='<U46')),\n",
       " ([(53952, 899, 120582696, 3.9)],\n",
       "  array(['Klenteng Gunung Timur', 'Air Terjun Sipitu Tikka',\n",
       "         'Danau Tao Batang Onang', 'Bukit Lawang Tour Trekking',\n",
       "         'The Attraction Of Ikan Gadang', 'Oyo 1752 Hotel Wisata',\n",
       "         'Patung Dewi Kwan Im'], dtype='<U44')),\n",
       " ([(45576, 760, 102009826, 3.7)],\n",
       "  array(['Klenteng Gunung Timur', 'Dolok Bunga Sirandorung',\n",
       "         'Danau Tao Batang Onang', 'Sri Deli Park', 'Oyo 1752 Hotel Wisata',\n",
       "         'Air Terjun Pantai Salak'], dtype='<U35')),\n",
       " ([(64086, 1068, 143053739, 3.7)],\n",
       "  array(['Klenteng Gunung Timur', 'Air Terjun Tarunggang',\n",
       "         'Danau Tao Batang Onang', 'Hendreva Tour', 'Ende Holidays',\n",
       "         'Oyo 1752 Hotel Wisata', 'Pesanggrahan Bung Karno'], dtype='<U53')),\n",
       " ([(34950, 582, 78447826, 3.7)],\n",
       "  array(['Klenteng Gunung Timur', 'Permata Asri Stabat',\n",
       "         'Danau Tao Batang Onang', 'Darul Umroh', 'Oyo 1752 Hotel Wisata',\n",
       "         'Pantai Kaca'], dtype='<U22')),\n",
       " ([(27971, 466, 62972652, 4.0)],\n",
       "  array(['Klenteng Gunung Timur', 'Danau Tao Batang Onang',\n",
       "         'Oyo 1752 Hotel Wisata', 'Air Terjun Lenggo Geni'], dtype='<U59')),\n",
       " ([(33265, 554, 74711522, 4.0)],\n",
       "  array(['Klenteng Gunung Timur', 'Pantai Kaca', 'Danau Tao Batang Onang',\n",
       "         'Aman Wisata Citra Int. Pt', 'Oyo 1752 Hotel Wisata',\n",
       "         'Gedung Bks Pps'], dtype='<U29')),\n",
       " ([(38236, 637, 85734174, 4.2)],\n",
       "  array(['Klenteng Gunung Timur', 'Desa S.Kalangan Ii',\n",
       "         'Danau Tao Batang Onang', 'Oyo 1752 Hotel Wisata',\n",
       "         'Bersama Travel'], dtype='<U59')),\n",
       " ([(52130, 869, 116542609, 3.6)],\n",
       "  array(['Klenteng Gunung Timur', 'Puncak Tonang', 'Danau Tao Batang Onang',\n",
       "         'Vihara Pekong Lima', 'Silalahi I', 'Oyo 1752 Hotel Wisata',\n",
       "         'Pt. Hikmah'], dtype='<U26')),\n",
       " ([(37978, 633, 85162087, 3.8)],\n",
       "  array(['Klenteng Gunung Timur', 'Puncak Tonang', 'Danau Tao Batang Onang',\n",
       "         'Merci Waterboom', 'Oyo 1752 Hotel Wisata', 'Puncak Santai'],\n",
       "        dtype='<U22')),\n",
       " ([(30374, 506, 68301043, 3.6)], array(['Klenteng Gunung Timur',\n",
       "         'Masjid Mustaqim, Sikopi-Kopi, Pulo Dogom, Kualuh Hulu, Labuhanbatu Utara, Sumatera Utara.',\n",
       "         'Danau Tao Batang Onang', 'Oyo 1752 Hotel Wisata',\n",
       "         'Perkebunan Londut'], dtype='<U89')),\n",
       " ([(25424, 424, 57324957, 3.6)],\n",
       "  array(['Klenteng Gunung Timur', 'Wisata Alam Aek Sordang',\n",
       "         'Danau Tao Batang Onang', 'Oyo 1752 Hotel Wisata',\n",
       "         'Kebun Madu Efi'], dtype='<U59')),\n",
       " ([(32177, 536, 72299000, 3.8)], array(['Klenteng Gunung Timur',\n",
       "         'Kolam Renang Air Panas Mardinding Tiga Rasa',\n",
       "         'Danau Tao Batang Onang', 'Explore Bahorok Adventure Trip',\n",
       "         'Oyo 1752 Hotel Wisata', 'Mandailing Natal Regency'], dtype='<U43')),\n",
       " ([(32731, 546, 73527435, 3.6)],\n",
       "  array(['Klenteng Gunung Timur', 'Air Terjun Tarunggang',\n",
       "         'Danau Tao Batang Onang', 'Oyo 1752 Hotel Wisata',\n",
       "         'Amarjun Wisata'], dtype='<U25')),\n",
       " ([(31698, 528, 71236870, 4.0)],\n",
       "  array(['Klenteng Gunung Timur', 'Masjid Al Osmani',\n",
       "         'Danau Tao Batang Onang', 'Agrowisata Hidro Aa',\n",
       "         'Oyo 1752 Hotel Wisata', 'Budaya Resto'], dtype='<U27')),\n",
       " ([(27526, 459, 61985913, 3.8)],\n",
       "  array(['Klenteng Gunung Timur', 'North Namu Ukur',\n",
       "         'Danau Tao Batang Onang', 'Oyo 1752 Hotel Wisata',\n",
       "         'Wisata Taman Merci'], dtype='<U50')),\n",
       " ([(45357, 756, 101524217, 3.7)],\n",
       "  array(['Klenteng Gunung Timur', 'Tanjung Pura', 'Danau Tao Batang Onang',\n",
       "         'Sansan Travel', 'Oyo 1752 Hotel Wisata', 'Ranika Surf'],\n",
       "        dtype='<U31')),\n",
       " ([(30367, 506, 68285522, 3.8)],\n",
       "  array(['Klenteng Gunung Timur', 'Twa Lau Debuk-Debuk',\n",
       "         'Danau Tao Batang Onang', 'Museum Simalungun',\n",
       "         'Oyo 1752 Hotel Wisata', 'Landak River'], dtype='<U22')),\n",
       " ([(21782, 363, 49249217, 3.8)],\n",
       "  array(['Klenteng Gunung Timur', 'Halo Angso Duo Pratama Bro. Pt',\n",
       "         'Danau Tao Batang Onang', 'Oyo 1752 Hotel Wisata',\n",
       "         'Air Terjun Aek Matua'], dtype='<U30')),\n",
       " ([(43130, 719, 96586087, 3.4)],\n",
       "  array(['Klenteng Gunung Timur', 'Objek Wisata Maggrove Sisarahili Ts',\n",
       "         'Danau Tao Batang Onang', 'Oyo 1752 Hotel Wisata',\n",
       "         'Penatapan Pamah Simelir'], dtype='<U35')),\n",
       " ([(26816, 447, 60411565, 3.4)],\n",
       "  array(['Klenteng Gunung Timur', 'Taman Danau Wisata Bunga Tujuh',\n",
       "         'Danau Tao Batang Onang', 'Oyo 1752 Hotel Wisata',\n",
       "         'Danau Pagaran Padang'], dtype='<U31')),\n",
       " ([(48093, 802, 107591000, 3.8)],\n",
       "  array(['Klenteng Gunung Timur', 'Tumori Traditional Village',\n",
       "         'Danau Tao Batang Onang', 'Mangrove Tour Lubuk Kertang',\n",
       "         'Oyo 1752 Hotel Wisata', 'Waterpark Bima Utomo International'],\n",
       "        dtype='<U34')),\n",
       " ([(20607, 343, 46643783, 4.0)],\n",
       "  array(['Klenteng Gunung Timur', 'Mobil Wisata Medan',\n",
       "         'Danau Tao Batang Onang', 'Oyo 1752 Hotel Wisata',\n",
       "         'Beranda Madina'], dtype='<U31')),\n",
       " ([(27686, 461, 62340696, 3.6)],\n",
       "  array(['Klenteng Gunung Timur', 'Dokter Travel', 'Danau Tao Batang Onang',\n",
       "         'Oyo 1752 Hotel Wisata', 'Wisata Pancing Sungai Bedera'],\n",
       "        dtype='<U28')),\n",
       " ([(24862, 414, 56078783, 3.6)],\n",
       "  array(['Klenteng Gunung Timur', 'The Heritage', 'Danau Tao Batang Onang',\n",
       "         'Oyo 1752 Hotel Wisata', 'Aek Milas'], dtype='<U22')),\n",
       " ([(39976, 666, 89592435, 3.7)],\n",
       "  array(['Klenteng Gunung Timur', 'Travel Panyabungan Padang',\n",
       "         'Danau Tao Batang Onang', 'Tirtanadi Tower',\n",
       "         'Oyo 1752 Hotel Wisata', 'Pt. Npm Perwakilan On Bus'], dtype='<U25')),\n",
       " ([(38324, 639, 85929304, 3.8)],\n",
       "  array(['Klenteng Gunung Timur', 'Bukit Tara Bunga',\n",
       "         'Danau Tao Batang Onang', 'Oyo 1752 Hotel Wisata',\n",
       "         'Sini Suka Natural Bath Sibiru-Biru'], dtype='<U34')),\n",
       " ([(39170, 653, 87805217, 3.4)],\n",
       "  array(['Klenteng Gunung Timur', 'Pondok Pisang', 'Danau Tao Batang Onang',\n",
       "         'Oyo 1752 Hotel Wisata', 'Cafe Goa Kaca'], dtype='<U24')),\n",
       " ([(27350, 456, 61595652, 3.8)],\n",
       "  array(['Klenteng Gunung Timur', 'Garunggang', 'Danau Tao Batang Onang',\n",
       "         'Oyo 1752 Hotel Wisata', 'Waterpark Bima Utomo International'],\n",
       "        dtype='<U34')),\n",
       " ([(27913, 465, 62844043, 3.8)], array(['Klenteng Gunung Timur',\n",
       "         'Tour Guide,Tarna Sagala.German &Dutch Speaking',\n",
       "         'Danau Tao Batang Onang', 'Oyo 1752 Hotel Wisata', 'Pulau Samosir'],\n",
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       " ([(36394, 607, 81649739, 3.9)],\n",
       "  array(['Klenteng Gunung Timur', 'Wisata Makam Papan Tinggi Barus',\n",
       "         'Danau Tao Batang Onang', 'Merci Waterboom',\n",
       "         'Masjid Raya Nur Addin', 'Oyo 1752 Hotel Wisata',\n",
       "         'Air Terjun Pelangi Indah'], dtype='<U31')),\n",
       " ([(41739, 696, 93501696, 3.6)],\n",
       "  array(['Klenteng Gunung Timur', 'Rudang Mayang', 'Danau Tao Batang Onang',\n",
       "         'Oyo 1752 Hotel Wisata', 'Musala Waterfall'], dtype='<U33')),\n",
       " ([(28872, 481, 64970522, 3.8)],\n",
       "  array(['Klenteng Gunung Timur', 'Wisata Alam Pondok Biru',\n",
       "         'Danau Tao Batang Onang', 'Oyo 1752 Hotel Wisata',\n",
       "         'Bahal Temple I'], dtype='<U33')),\n",
       " ([(29817, 497, 67065957, 3.7)],\n",
       "  array(['Klenteng Gunung Timur', 'Lorong Indah', 'Danau Tao Batang Onang',\n",
       "         'Penatapan Pamah Simelir', 'Oyo 1752 Hotel Wisata',\n",
       "         'Benteng Jepang'], dtype='<U29')),\n",
       " ([(26824, 447, 60429304, 3.7)],\n",
       "  array(['Klenteng Gunung Timur', 'Danau Pagaran Padang',\n",
       "         'Danau Tao Batang Onang', 'Waterfall Pelangi Indah',\n",
       "         'Oyo 1752 Hotel Wisata',\n",
       "         'Taman Kebun Bunga èŒ  榀¢ 圀™'], dtype='<U41')),\n",
       " ([(27681, 461, 62329609, 3.8)],\n",
       "  array(['Klenteng Gunung Timur', 'Langkat Regency',\n",
       "         'Danau Tao Batang Onang', 'Oyo 1752 Hotel Wisata',\n",
       "         'Jln Dusun Lauseridi'], dtype='<U22')),\n",
       " ([(32379, 540, 72746913, 3.7)],\n",
       "  array(['Klenteng Gunung Timur', 'Salib Kasih', 'Danau Tao Batang Onang',\n",
       "         'Taman Megawati', 'Oyo 1752 Hotel Wisata',\n",
       "         'Taman Wisata Alam, Pusat Latihan Gajah'], dtype='<U59')),\n",
       " ([(25664, 428, 57857130, 3.8)],\n",
       "  array(['Klenteng Gunung Timur', 'Danau Tao Batang Onang',\n",
       "         'Oyo 1752 Hotel Wisata', 'Sabah Simelir'], dtype='<U23')),\n",
       " ([(34552, 576, 77565304, 3.5)],\n",
       "  array(['Klenteng Gunung Timur', 'Taman Air Percut',\n",
       "         'Danau Tao Batang Onang', 'Twins Travel', 'Oyo 1752 Hotel Wisata',\n",
       "         'Kebun Binatang Simalingkar Medan'], dtype='<U63')),\n",
       " ([(57708, 962, 128911217, 3.7)],\n",
       "  array(['Klenteng Gunung Timur', 'Taman Megawati',\n",
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       "         'Lapangan Pasir', 'Oyo 1752 Hotel Wisata',\n",
       "         'Danau Tao Batang Onang'], dtype='<U30')),\n",
       " ([(27159, 453, 61172130, 3.8)], array(['Klenteng Gunung Timur',\n",
       "         'Market Wisata (Tour Bangkok, Tour Phuket, Tour Medan)',\n",
       "         'Danau Tao Batang Onang', 'Oyo 1752 Hotel Wisata',\n",
       "         'Lau Teba Langkat'], dtype='<U53')),\n",
       " ([(28856, 481, 64935043, 3.8)],\n",
       "  array(['Klenteng Gunung Timur', 'Pelangi Nusantara',\n",
       "         'Danau Tao Batang Onang', 'Oyo 1752 Hotel Wisata',\n",
       "         'Peceren Karo Village'], dtype='<U46')),\n",
       " ([(20264, 338, 45883217, 3.8)],\n",
       "  array(['Klenteng Gunung Timur', 'Danau Tao Batang Onang',\n",
       "         'Oyo 1752 Hotel Wisata', 'Pt. Pmn Travel Bus'], dtype='<U29')),\n",
       " ([(26675, 445, 60098913, 4.0)],\n",
       "  array(['Klenteng Gunung Timur', 'De Hole Laguna',\n",
       "         'Danau Tao Batang Onang', 'Oyo 1752 Hotel Wisata',\n",
       "         'Tugu Simpang Empat'], dtype='<U34')),\n",
       " ([(26584, 443, 59897130, 3.8)],\n",
       "  array(['Klenteng Gunung Timur', 'Batang Bahal', 'Danau Tao Batang Onang',\n",
       "         'Oyo 1752 Hotel Wisata', 'Struggle Monument Berastagi'],\n",
       "        dtype='<U36')),\n",
       " ([(36366, 606, 81587652, 3.7)],\n",
       "  array(['Klenteng Gunung Timur', 'Medan City Tour',\n",
       "         'Danau Tao Batang Onang', 'Agen Bus Karina', 'Nice Trans Kisaran',\n",
       "         'Oyo 1752 Hotel Wisata', 'Air Terjun Pelangi Indah'], dtype='<U29')),\n",
       " ([(53976, 900, 120635913, 3.7)],\n",
       "  array(['Klenteng Gunung Timur', 'Kuamang Ujung Gading',\n",
       "         'Danau Tao Batang Onang', 'Ikan Larangan Lubuak Landua',\n",
       "         'Oyo 1752 Hotel Wisata', 'Bandar Pulau'], dtype='<U27')),\n",
       " ([(20687, 345, 46821174, 3.8)],\n",
       "  array(['Klenteng Gunung Timur', 'Danau Tao Batang Onang',\n",
       "         'Oyo 1752 Hotel Wisata', 'Museum Lubuk Pakam'], dtype='<U30')),\n",
       " ([(44120, 735, 98781304, 3.6)],\n",
       "  array(['Klenteng Gunung Timur', 'Loket Satu Nusa',\n",
       "         'Danau Tao Batang Onang', 'Oyo 1752 Hotel Wisata',\n",
       "         'Grand Darussalam. Ud'], dtype='<U24')),\n",
       " ([(31500, 525, 70797826, 3.6)],\n",
       "  array(['Klenteng Gunung Timur', 'Water Park Tambunan',\n",
       "         'Danau Tao Batang Onang', 'Oyo 1752 Hotel Wisata', 'Sbv'],\n",
       "        dtype='<U22')),\n",
       " ([(24528, 409, 55338174, 3.5)],\n",
       "  array(['Klenteng Gunung Timur', 'Danau Tao Batang Onang',\n",
       "         'Oyo 1752 Hotel Wisata', 'Romance Padi Perbaungan'], dtype='<U23')),\n",
       " ([(49094, 818, 109810609, 3.9)],\n",
       "  array(['Klenteng Gunung Timur', 'Telagah', 'Danau Tao Batang Onang',\n",
       "         'Air Terjun Bertala', 'Lorong Pandan', 'Oyo 1752 Hotel Wisata',\n",
       "         'Water Park Tambunan'], dtype='<U28')),\n",
       " ([(40865, 681, 91563696, 3.7)],\n",
       "  array(['Klenteng Gunung Timur', 'Kolam Pancing Asri',\n",
       "         'Danau Tao Batang Onang', 'Tangkahan', 'Oyo 1752 Hotel Wisata',\n",
       "         'Tugu Air Bangis'], dtype='<U26')),\n",
       " ([(45214, 754, 101207130, 3.7)],\n",
       "  array(['Klenteng Gunung Timur', 'Air Terjun Sigura Gura',\n",
       "         'Danau Tao Batang Onang', 'Puncak Tonang', 'Oyo 1752 Hotel Wisata',\n",
       "         'Pasir Putih Janggawari'], dtype='<U43')),\n",
       " ([(25486, 425, 57462435, 3.6)],\n",
       "  array(['Klenteng Gunung Timur', 'Taman Lope Lope Bulu Cina',\n",
       "         'Danau Tao Batang Onang', 'Oyo 1752 Hotel Wisata',\n",
       "         'Air Terjun Aek Matua'], dtype='<U25')),\n",
       " ([(34387, 573, 77199435, 3.8)],\n",
       "  array(['Klenteng Gunung Timur', 'Pt. Hikmah', 'Danau Tao Batang Onang',\n",
       "         'Oyo 1752 Hotel Wisata', 'Sri Deli Park'], dtype='<U22')),\n",
       " ([(29967, 499, 67398565, 3.8)], array(['Klenteng Gunung Timur',\n",
       "         'Puncak Pelangkah Gading, Kutambaru, Munte, Kab. Karo, Sumut',\n",
       "         'Danau Tao Batang Onang', 'Oyo 1752 Hotel Wisata', 'Pasar Tomok'],\n",
       "        dtype='<U59')),\n",
       " ([(45223, 754, 101227087, 3.5)],\n",
       "  array(['Klenteng Gunung Timur', 'Pondok Pisang', 'Danau Tao Batang Onang',\n",
       "         'R.M Wisata Indah', 'Danau Tao Batang Onang',\n",
       "         'Oyo 1752 Hotel Wisata',\n",
       "         'Lokasi Wisata Pemandian Air Panas Sipoholon'], dtype='<U43')),\n",
       " ([(45372, 756, 101557478, 3.5)],\n",
       "  array(['Klenteng Gunung Timur', 'Bukit Lawang Wisata Alam',\n",
       "         'Danau Tao Batang Onang',\n",
       "         'Balai Datuk Setia Maharaja Negeri Serdang',\n",
       "         'Oyo 1752 Hotel Wisata', 'Ambar Onan Runggu'], dtype='<U41')),\n",
       " ([(22274, 371, 50340174, 3.8)],\n",
       "  array(['Klenteng Gunung Timur', 'Danau Tao Batang Onang',\n",
       "         'Oyo 1752 Hotel Wisata', 'Pantai Kenangan'], dtype='<U25')),\n",
       " ([(59880, 998, 133727391, 3.7)],\n",
       "  array(['Klenteng Gunung Timur', 'Bakarang Simalem',\n",
       "         'Danau Tao Batang Onang', 'Pantai Arta Indah',\n",
       "         'Oyo 1752 Hotel Wisata', 'Mja Travel'], dtype='<U25')),\n",
       " ([(24418, 407, 55094261, 3.8)],\n",
       "  array(['Klenteng Gunung Timur', 'Danau Tao Batang Onang',\n",
       "         'Oyo 1752 Hotel Wisata', 'Taman Benteng Lions Club'], dtype='<U24')),\n",
       " ([(65374, 1090, 145909739, 3.7)],\n",
       "  array(['Klenteng Gunung Timur', 'Vihara Tri Ratna',\n",
       "         'Danau Tao Batang Onang', 'Loket Satu Nusa',\n",
       "         'Batang Gadis National Park', 'Oyo 1752 Hotel Wisata',\n",
       "         'Tugu Silahi Sabungan'], dtype='<U26')),\n",
       " ([(33351, 556, 74902217, 4.0)],\n",
       "  array(['Klenteng Gunung Timur', 'Fortress Seven Layer',\n",
       "         'Danau Tao Batang Onang', 'Oyo 1752 Hotel Wisata',\n",
       "         'Air Terjun Baburai'], dtype='<U29')),\n",
       " ([(25195, 420, 56817174, 3.8)],\n",
       "  array(['Klenteng Gunung Timur', 'Danau Tao Batang Onang',\n",
       "         'Oyo 1752 Hotel Wisata', 'Rm Batunadua Indah'], dtype='<U22')),\n",
       " ([(24931, 416, 56231783, 3.8)],\n",
       "  array(['Klenteng Gunung Timur', 'Danau Tao Batang Onang',\n",
       "         'Oyo 1752 Hotel Wisata', 'Mangrove Tour Lubuk Kertang'],\n",
       "        dtype='<U27')),\n",
       " ([(38659, 644, 86672130, 3.3)],\n",
       "  array(['Klenteng Gunung Timur', 'Pemandian Pulau Batu (Pulbat)',\n",
       "         'Danau Tao Batang Onang', 'Wisata Makam Papan Tinggi Barus',\n",
       "         'Wisata Pancing Sungai Bedera', 'Oyo 1752 Hotel Wisata',\n",
       "         'Parhonasan (Kebun Nenas) Sidumpe Anturi'], dtype='<U39')),\n",
       " ([(44654, 744, 99965391, 3.9)],\n",
       "  array(['Klenteng Gunung Timur', 'Go Adventure Tour & Travel Indonesia',\n",
       "         'Danau Tao Batang Onang', 'Gedung Mabmi', 'Kota Padang Sidempuan',\n",
       "         'Oyo 1752 Hotel Wisata', 'Ambar Onan Runggu'], dtype='<U36')),\n",
       " ([(21819, 364, 49331261, 3.5)],\n",
       "  array(['Klenteng Gunung Timur', 'Danau Tao Batang Onang',\n",
       "         'Oyo 1752 Hotel Wisata', 'Loket Bus Bintang Utara'], dtype='<U23')),\n",
       " ([(39888, 665, 89397304, 3.5)],\n",
       "  array(['Klenteng Gunung Timur', 'Permata Asri Stabat',\n",
       "         'Danau Tao Batang Onang', 'Pinang City', 'Oyo 1752 Hotel Wisata',\n",
       "         'Gunung Pandan River Tourism Area'], dtype='<U32')),\n",
       " ([(24709, 412, 55739522, 3.8)],\n",
       "  array(['Klenteng Gunung Timur', 'Danau Tao Batang Onang',\n",
       "         'Oyo 1752 Hotel Wisata', 'Tugu Air Mancur Majestik'], dtype='<U31')),\n",
       " ([(47709, 795, 106739522, 3.6)],\n",
       "  array(['Klenteng Gunung Timur', 'Benteng Jepang',\n",
       "         'Danau Tao Batang Onang', 'Mangrove Tour Lubuk Kertang',\n",
       "         'Danau Cipogas Rohul', 'Oyo 1752 Hotel Wisata', 'Pantai Bul Bul'],\n",
       "        dtype='<U42')),\n",
       " ([(33078, 551, 74296870, 4.0)],\n",
       "  array(['Klenteng Gunung Timur', 'Dunia Outbound Camp',\n",
       "         'Danau Tao Batang Onang', 'Lorong Pandan', 'Oyo 1752 Hotel Wisata',\n",
       "         'Tugu Pahlawan Revolusi'], dtype='<U36')),\n",
       " ([(37268, 621, 83587739, 3.9)],\n",
       "  array(['Klenteng Gunung Timur', 'Thermal Baths U.S.K Hineni',\n",
       "         'Danau Tao Batang Onang', 'Patung Dewi Kwan Im', 'Kembar Agro',\n",
       "         'Oyo 1752 Hotel Wisata', 'Air Terjun Ponot'], dtype='<U26')),\n",
       " ([(45713, 762, 102313609, 3.7)],\n",
       "  array(['Klenteng Gunung Timur', 'Lau Teba Langkat',\n",
       "         'Danau Tao Batang Onang', 'Taman Sungai Padang',\n",
       "         'Puncak Bukit Galau', 'Oyo 1752 Hotel Wisata',\n",
       "         'Penatapan Pamah Simelir'], dtype='<U23')),\n",
       " ([(32153, 536, 72245783, 4.0)],\n",
       "  array(['Klenteng Gunung Timur', 'De Hole Laguna',\n",
       "         'Danau Tao Batang Onang', 'Perkebunan Londut',\n",
       "         'Oyo 1752 Hotel Wisata', 'Wisata Agro Kopi Karo'], dtype='<U52')),\n",
       " ([(75001, 1250, 167256565, 3.7)],\n",
       "  array(['Klenteng Gunung Timur', 'Muaraopu', 'Danau Tao Batang Onang',\n",
       "         'Berastagi', 'Parhallow Viewpoint And Coffee Shop',\n",
       "         'Oyo 1752 Hotel Wisata',\n",
       "         'Pemandian Air Panas Sibayak Mardinding Julu'], dtype='<U43')),\n",
       " ([(45013, 750, 100761435, 4.0)],\n",
       "  array(['Klenteng Gunung Timur', 'Tugu Simpang Empat',\n",
       "         'Danau Tao Batang Onang', 'Air Terjun Simonang Monang',\n",
       "         'Pusat Posko \"Teroh-Teroh.', 'Oyo 1752 Hotel Wisata',\n",
       "         'Pantai La Terzhia Zhimehuli'], dtype='<U27')),\n",
       " ([(42541, 709, 95280043, 3.7)],\n",
       "  array(['Klenteng Gunung Timur', 'Batak Museum', 'Danau Tao Batang Onang',\n",
       "         'Pantai Pasir Putih Parparean', 'Aek Milas',\n",
       "         'Oyo 1752 Hotel Wisata', 'Viewpoint Of Tuktuk Peninsula'],\n",
       "        dtype='<U34')),\n",
       " ([(35724, 595, 80164087, 3.8)],\n",
       "  array(['Klenteng Gunung Timur', 'Barusjahe', 'Danau Tao Batang Onang',\n",
       "         'Oyo 1752 Hotel Wisata', 'Puncak Bukit Manalise Aek Buro'],\n",
       "        dtype='<U30')),\n",
       " ([(29524, 492, 66416261, 3.8)],\n",
       "  array(['Klenteng Gunung Timur', 'Danau Tao Batang Onang',\n",
       "         'Oyo 1752 Hotel Wisata', 'Berastagi'], dtype='<U22')),\n",
       " ([(38932, 649, 87277478, 3.6)], array(['Klenteng Gunung Timur',\n",
       "         'Penangkaran Rusa Universitas Sumatera Utara',\n",
       "         'Danau Tao Batang Onang', 'Oyo 1752 Hotel Wisata',\n",
       "         'Travel Panyabungan Padang'], dtype='<U43')),\n",
       " ([(33299, 555, 74786913, 3.7)],\n",
       "  array(['Klenteng Gunung Timur', 'Hotel Pesona Wisata',\n",
       "         'Danau Tao Batang Onang', 'Jembatan Lae Pandaroh',\n",
       "         'Oyo 1752 Hotel Wisata', 'Titi Gantung Bridge'], dtype='<U27')),\n",
       " ([(40917, 682, 91679000, 3.8)],\n",
       "  array(['Klenteng Gunung Timur', 'Klenteng Gunung Timur',\n",
       "         'Danau Tao Batang Onang', 'Rumah Wisata Sunggal',\n",
       "         'Plta Sipansihaporas', 'Oyo 1752 Hotel Wisata', 'Asahan Regency'],\n",
       "        dtype='<U36')),\n",
       " ([(35259, 588, 79133000, 3.7)],\n",
       "  array(['Klenteng Gunung Timur', 'Dolok Bunga Sirandorung',\n",
       "         'Danau Tao Batang Onang', 'Pantai Pulau Karang',\n",
       "         'Oyo 1752 Hotel Wisata', 'Air Terjun Sampuran Widuri'],\n",
       "        dtype='<U53')),\n",
       " ([(52031, 867, 116323087, 3.6)],\n",
       "  array(['Klenteng Gunung Timur', 'Wisata Pancing Sungai Bedera',\n",
       "         'Danau Tao Batang Onang', 'Oyo 1752 Hotel Wisata', 'Pulau Pigago'],\n",
       "        dtype='<U28')),\n",
       " ([(33532, 559, 75303565, 4.0)],\n",
       "  array(['Klenteng Gunung Timur', 'Bersama Travel',\n",
       "         'Danau Tao Batang Onang', 'Oyo 1752 Hotel Wisata',\n",
       "         'Pantai Indah Sipinggan'], dtype='<U35')),\n",
       " ([(54510, 908, 121820000, 3.9)],\n",
       "  array(['Klenteng Gunung Timur', 'Halo Angso Duo Pratama Bro. Pt',\n",
       "         'Danau Tao Batang Onang', 'Pantai Sikabau',\n",
       "         'Pemandian Alam Bolang', 'Oyo 1752 Hotel Wisata',\n",
       "         'Bukit Lawang Guide'], dtype='<U30')),\n",
       " ([(37060, 618, 83126522, 3.8)],\n",
       "  array(['Klenteng Gunung Timur', 'Sbv', 'Danau Tao Batang Onang',\n",
       "         'Kolam Renang Air Panas Mardinding Tiga Rasa',\n",
       "         'Oyo 1752 Hotel Wisata',\n",
       "         'Perhadtian Air Panas Taman Wisata Sibayak'], dtype='<U43')),\n",
       " ([(32664, 544, 73378870, 3.3)],\n",
       "  array(['Klenteng Gunung Timur', 'Objek Wisata Maggrove Sisarahili Ts',\n",
       "         'Danau Tao Batang Onang', 'Museum Negeri Sumatera Utara',\n",
       "         'Oyo 1752 Hotel Wisata', 'Ranika Surf'], dtype='<U36')),\n",
       " ([(36628, 610, 82168609, 4.0)],\n",
       "  array(['Klenteng Gunung Timur', 'The Kaldera', 'Danau Tao Batang Onang',\n",
       "         'Lorong Indah', 'Oyo 1752 Hotel Wisata', 'Bukit Suligi'],\n",
       "        dtype='<U36')),\n",
       " ([(44547, 742, 99728130, 4.0)],\n",
       "  array(['Klenteng Gunung Timur', 'Warung Info Wisata',\n",
       "         'Danau Tao Batang Onang', 'Danau Tao Batang Onang',\n",
       "         'Oyo 1752 Hotel Wisata', 'Taman Megawati'], dtype='<U22')),\n",
       " ([(30644, 511, 68899739, 3.5)],\n",
       "  array(['Klenteng Gunung Timur', 'Pantai Pulau Putri',\n",
       "         'Danau Tao Batang Onang', 'Jembatan Sidikalang Wisata',\n",
       "         'Oyo 1752 Hotel Wisata', 'Bukit Senyum'], dtype='<U43')),\n",
       " ([(26849, 447, 60484739, 3.8)],\n",
       "  array(['Klenteng Gunung Timur', 'Go Adventure Tour & Travel Indonesia',\n",
       "         'Danau Tao Batang Onang', 'Oyo 1752 Hotel Wisata',\n",
       "         'Tugu Pahlawan Revolusi'], dtype='<U36')),\n",
       " ([(32223, 537, 72401000, 3.6)],\n",
       "  array(['Klenteng Gunung Timur', 'Pemandian Alam Loknya',\n",
       "         'Danau Tao Batang Onang', 'Oyo 1752 Hotel Wisata', 'Bagan Percut'],\n",
       "        dtype='<U22')),\n",
       " ([(39599, 660, 88756478, 3.5)],\n",
       "  array(['Klenteng Gunung Timur', 'Wisata Alam', 'Danau Tao Batang Onang',\n",
       "         'Oyo 1752 Hotel Wisata', 'Taman Air Percut'], dtype='<U27'))]"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "Evalu1 = retemp2.hslretemp2()\n",
    "Evalu1"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Multi objective optimization by MOORA"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Input Kriteria"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [],
   "source": [
    "class criteria():\n",
    "    def criteriajrk(data):\n",
    "        jrk = []\n",
    "        jrk *= 0\n",
    "        if data[0] >= 1 and data[0] <= 1000:\n",
    "            jrk.append(40)\n",
    "        elif data[0] >= 1001 and data[0] <= 10000:\n",
    "            jrk.append(30)\n",
    "        elif data[0] >= 10001 and data[0] <= 100000:\n",
    "            jrk.append(20)\n",
    "        else:\n",
    "            jrk.append(10)\n",
    "        return jrk\n",
    "    \n",
    "    def criteriawktu(data):\n",
    "        wktu = []\n",
    "        wktu *= 0\n",
    "        if data[1] >= 1 and data[1] <= 10:\n",
    "            wktu.append(40)\n",
    "        elif data[1] >= 11 and data[1] <= 100:\n",
    "            wktu.append(30)\n",
    "        elif data[1] >= 101 and data[1] <= 500:\n",
    "            wktu.append(20)\n",
    "        else:\n",
    "            wktu.append(10)\n",
    "        return wktu\n",
    "    \n",
    "    def criteriabya(data):\n",
    "        biaya = []\n",
    "        biaya *= 0\n",
    "        if data[2] >= 1000000 and data[2] <= 5000000:\n",
    "            biaya.append(40)\n",
    "        elif data[2] >= 5000001 and data[2] <= 20000000:\n",
    "            biaya.append(30)\n",
    "        elif data[2] >= 20000001 and data[2] <= 40000000:\n",
    "            biaya.append(20)\n",
    "        else:\n",
    "            biaya.append(10)\n",
    "        return biaya\n",
    "    \n",
    "    def criteriartng(data):\n",
    "        rntg = []\n",
    "        rntg *= 0\n",
    "        if round(data[3], 0) >= 4 and round(data[3], 0) <= 5:\n",
    "            rntg.append(40)\n",
    "        elif round(data[3], 0) >= 3 and round(data[3], 0) < 4:\n",
    "            rntg.append(30)\n",
    "        elif round(data[3], 0) >= 2 and round(data[3], 0) < 3:\n",
    "            rntg.append(20)\n",
    "        else:\n",
    "            rntg.append(10)\n",
    "        return rntg\n",
    "    \n",
    "class normalization:\n",
    "    def normjrk(temp, data):\n",
    "        jrk = []\n",
    "        jrk *= 0\n",
    "        ans2 = 0 \n",
    "        ans1 = temp[0][0]\n",
    "        for i in data:\n",
    "            ans2 += pow(i[0][0], 2)\n",
    "        ans3 = ans2 - pow(ans1, 2)\n",
    "        jrk.append(round((ans1 / math.sqrt(ans3)), 3))\n",
    "        return jrk\n",
    "        \n",
    "    def normwktu(temp, data):\n",
    "        jrk = []\n",
    "        jrk *= 0\n",
    "        ans2 = 0 \n",
    "        ans1 = temp[1][0]\n",
    "        for i in data:\n",
    "            ans2 += pow(i[1][0], 2)\n",
    "        ans3 = ans2 - pow(ans1, 2)\n",
    "        jrk.append(round((ans1 / math.sqrt(ans3)), 3))\n",
    "        return jrk\n",
    "    \n",
    "    def normbya(temp, data):\n",
    "        jrk = []\n",
    "        jrk *= 0\n",
    "        ans2 = 0 \n",
    "        ans1 = temp[2][0]\n",
    "        for i in data:\n",
    "            ans2 += pow(i[2][0], 2)\n",
    "        ans3 = ans2 - pow(ans1, 2)\n",
    "        jrk.append(round((ans1 / math.sqrt(ans3)), 3))\n",
    "        return jrk\n",
    "    \n",
    "    def normrtng(temp, data):\n",
    "        jrk = []\n",
    "        jrk *= 0\n",
    "        ans2 = 0 \n",
    "        ans1 = temp[3][0]\n",
    "        for i in data:\n",
    "            ans2 += pow(i[3][0], 2)\n",
    "        ans3 = ans2 - pow(ans1, 2)\n",
    "        jrk.append(round((ans1 / math.sqrt(ans3)), 3))\n",
    "        return jrk\n",
    "\n",
    "class getindex:\n",
    "    def getmaxmin(data):\n",
    "        default = float(2.5)\n",
    "        hsl = []\n",
    "        hsl *= 0\n",
    "        for i in data:\n",
    "            ans = float(i[0][0] * default) + float(i[1][0] * default) - float(i[2][0] * default) + float(i[3][0] * default)  \n",
    "            hsl.append(round(ans, 3))\n",
    "        return hsl\n",
    "    \n",
    "\n",
    "class getresult:\n",
    "    \n",
    "    def getdata(data):\n",
    "        telp = []\n",
    "        telp *= 0\n",
    "        for i in data:\n",
    "            telp.append(i[0][0][0])\n",
    "        return telp\n",
    "    \n",
    "    def getdataev(data):\n",
    "        telp = []\n",
    "        telp *= 0\n",
    "        for i in data:\n",
    "            telp.append(i[0][0])\n",
    "        return telp\n",
    "    \n",
    "    def getsolcrit(data):\n",
    "        solcrit = []\n",
    "        solcrit *= 0\n",
    "        for i in data:\n",
    "            a = criteria.criteriajrk(i)\n",
    "            b = criteria.criteriawktu(i)\n",
    "            c = criteria.criteriabya(i)\n",
    "            d = criteria.criteriartng(i)\n",
    "            solcrit.append((a, b, c, d))\n",
    "        return solcrit\n",
    "    \n",
    "    def getsolnorm(data):\n",
    "        solnorm = []\n",
    "        solnorm *= 0\n",
    "        for i in data:\n",
    "            a = normalization.normjrk(i, data)\n",
    "            b = normalization.normwktu(i, data)\n",
    "            c = normalization.normbya(i, data)\n",
    "            d = normalization.normrtng(i, data)\n",
    "            solnorm.append((a, b, c, d))\n",
    "        return solnorm\n",
    "            \n",
    "class printtopt:\n",
    "    \n",
    "    def prntopteksp1():\n",
    "        datastan = retemp.hslretemp()\n",
    "        predata = getresult.getdata(datastan)\n",
    "        data = getresult.getsolcrit(predata)\n",
    "        hasil = getresult.getsolnorm(data)\n",
    "        indexrank = getindex.getmaxmin(hasil)\n",
    "        indexrank.sort(reverse = True)\n",
    "        return indexrank\n",
    "    \n",
    "    def prntopteksp2():\n",
    "        datastan = retemp1.hslretemp1()\n",
    "        predata = getresult.getdata(datastan)\n",
    "        data = getresult.getsolcrit(predata)\n",
    "        hasil = getresult.getsolnorm(data)\n",
    "        indexrank = getindex.getmaxmin(hasil)\n",
    "        indexrank.sort(reverse = True)\n",
    "        return indexrank\n",
    "    \n",
    "    def prntopteksp3():\n",
    "        datastan = retemp2.hslretemp2()\n",
    "        predata = getresult.getdataev(datastan)\n",
    "        data = getresult.getsolcrit(predata)\n",
    "        hasil = getresult.getsolnorm(data)\n",
    "        indexrank = getindex.getmaxmin(hasil)\n",
    "        indexrank.sort(reverse = True)\n",
    "        return indexrank"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Experiment 1 "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
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       " 0.335,\n",
       " 0.335,\n",
       " 0.333]"
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "printtopt.prntopteksp1()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Experiment 2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "data": {
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     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "printtopt.prntopteksp2()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### Experiment 3"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
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     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "printtopt.prntopteksp3()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
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