update fitur

app/Http/Controllers/AnalisisController.php

@@ -10,16 +10,16 @@ class AnalisisController extends Controller
     public function index(Request $request)
     {
         // Dropdown list destinasi unik
-        $destinasiList = HasilAnalisis::select('nama_wisata')
+        $wisataList = HasilAnalisis::select('wisata')
             ->distinct()
-            ->pluck('nama_wisata');
+            ->pluck('wisata');
 
         // Query utama tabel
         $query = HasilAnalisis::query();
 
         // Filter kalau user pilih destinasi tertentu
-        if ($request->filled('destinasi')) {
+        if ($request->filled('wisata')) {
-            $query->where('nama_wisata', $request->destinasi);
+            $query->where('wisata', $request->wisata);
         }
 
         // Data hasil analisis (pakai paginate biar rapi)
@@ -27,7 +27,7 @@ public function index(Request $request)
 
         return view('analisis.index', compact(
             'hasil',
-            'destinasiList'
+            'wisataList'
         ));
     }
 }

app/Http/Controllers/DashboardController.php

@@ -3,19 +3,113 @@
 namespace App\Http\Controllers;
 
 use Illuminate\Http\Request;
+use Illuminate\Support\Facades\DB;
 
 class DashboardController extends Controller
 {
-    public function index()
+    public function index(Request $request)
     {
-        $stats = [
+        $wisata = $request->wisata;
-            'total' => 520,
-            'positif_persen' => 68,
-            'negatif_persen' => 20,
-            'netral_persen' => 12,
-        ];
-        $lastUpdate = '27 Februari 2026, 22:45';
 
-    return view('dashboard', compact('stats', 'lastUpdate'));
+        // =============================
+        // TOTAL DATA
+        // =============================
+        $total = DB::table('hasil_analisis')
+            ->when($wisata, function ($q) use ($wisata) {
+                $q->where('wisata', $wisata);
+            })
+            ->count();
+
+        // =============================
+        // HITUNG SENTIMEN
+        // =============================
+        $positif = DB::table('hasil_analisis')
+            ->where('sentimen', 'Positif')
+            ->when($wisata, function ($q) use ($wisata) {
+                $q->where('wisata', $wisata);
+            })
+            ->count();
+
+        $negatif = DB::table('hasil_analisis')
+            ->where('sentimen', 'Negatif')
+            ->when($wisata, function ($q) use ($wisata) {
+                $q->where('wisata', $wisata);
+            })
+            ->count();
+
+        $netral = DB::table('hasil_analisis')
+            ->where('sentimen', 'Netral')
+            ->when($wisata, function ($q) use ($wisata) {
+                $q->where('wisata', $wisata);
+            })
+            ->count();
+
+        // =============================
+        // PERSENTASE
+        // =============================
+        $stats = [
+            'total' => $total,
+            'positif_persen' => $total ? round(($positif / $total) * 100) : 0,
+            'negatif_persen' => $total ? round(($negatif / $total) * 100) : 0,
+            'netral_persen' => $total ? round(($netral / $total) * 100) : 0,
+        ];
+
+        // =============================
+        // GRAFIK PIE (Distribusi Sentimen)
+        // =============================
+        $chartSentimen = DB::table('hasil_analisis')
+            ->select('sentimen', DB::raw('count(*) as total'))
+            ->when($wisata, function ($q) use ($wisata) {
+                $q->where('wisata', $wisata);
+            })
+            ->groupBy('sentimen')
+            ->get();
+
+        // =============================
+        // GRAFIK BAR (per destinasi)
+        // =============================
+        $chartDestinasi = DB::table('hasil_analisis')
+            ->select(
+                'wisata',
+                DB::raw("SUM(CASE WHEN sentimen = 'Positif' THEN 1 ELSE 0 END) as positif"),
+                DB::raw("SUM(CASE WHEN sentimen = 'Negatif' THEN 1 ELSE 0 END) as negatif"),
+                DB::raw("SUM(CASE WHEN sentimen = 'Netral' THEN 1 ELSE 0 END) as netral")
+            )
+            ->groupBy('wisata')
+            ->get();
+
+        // =============================
+        // TOTAL DATA PER DESTINASI
+        // =============================
+        $totalPerWisata = DB::table('hasil_analisis')
+        ->select('wisata', DB::raw('count(*) as total'))
+        ->groupBy('wisata')
+        ->get()
+        ->toArray();
+
+        // =============================
+        // WORD CLOUD
+        // =============================
+        $texts = DB::table('preprocessing_data')
+            ->pluck('stemming')
+            ->toArray(); // 🔥 WAJIB
+
+        $allText = implode(' ', $texts);
+
+        // =============================
+        // LAST UPDATE
+        // =============================
+        $lastUpdate = DB::table('hasil_analisis')
+            ->latest('created_at')
+            ->value('created_at');
+
+        return view('dashboard', compact(
+            'stats',
+            'chartSentimen',
+            'chartDestinasi',
+            'totalPerWisata',
+            'allText',
+            'lastUpdate'
+        ));
     }
-}
+}

app/Http/Controllers/RekomendasiController.php

@@ -10,16 +10,16 @@ class RekomendasiController extends Controller
     public function index(Request $request)
     {
         // dropdown destinasi unik
-        $destinasiList = HasilAnalisis::select('nama_wisata')
+        $destinasiList = HasilAnalisis::select('wisata')
             ->distinct()
-            ->pluck('nama_wisata');
+            ->pluck('scraping_pipeline.py');
 
         // query utama
         $query = HasilAnalisis::query();
 
         // filter destinasi jika dipilih
         if ($request->filled('destinasi')) {
-            $query->where('nama_wisata', $request->destinasi);
+            $query->where('wisata', $request->destinasi);
         }
 
         // ambil ulasan negatif

app/Http/Controllers/UlasanController.php

@@ -4,58 +4,51 @@
 
 use Illuminate\Http\Request;
 use App\Models\Ulasan;
-// use App\Models\HasilSentimen;
 use App\Models\PreprocessingData;
 
-
 class UlasanController extends Controller
 {
-    // public function index()
+    public function index(Request $request)
-    // {
+    {
-    //     $mentah = Ulasan::where('is_processed', 0)->get();
+        $wisata = $request->wisata;
-    //     // $hasil  = HasilSentimen::latest()->get();
 
-    //     // return view('ulasan.index', compact('mentah', 'hasil'));
+        $query = Ulasan::query();
-    // }
+        if ($request->filled('search')) {
-
+         $query->where('ulasan', 'LIKE', '%' . $request->search . '%');
-public function index()
-{
-    // Data ulasan mentah (belum diproses)
-    $mentah = Ulasan::all();
-
-    // Data hasil preprocessing
-    $preprocessing = PreprocessingData::latest()->get();
-
-    return view('ulasan.index', compact('mentah', 'preprocessing'));
 }
 
+        if ($wisata) {
+            $query->where('wisata', 'LIKE', '%' . $wisata . '%');
+        }
 
-    // Tombol ambil data terbaru
+        // ✅ PAGINATION 50 DATA
-  public function ambilData()
+        $mentah = $query->latest()->paginate(50)->withQueryString();
-{
-    $pythonPath = '"C:\\Users\\Mufrida Farah\\AppData\\Local\\Programs\\Python\\Python312\\python.exe"';
-    $scriptPath = base_path('scraper/scraping_pipeline.py');
 
-    $command = $pythonPath . " " . $scriptPath . " 2>&1";
+        // preprocessing
+        $preprocessing = PreprocessingData::latest()->paginate(50);
 
-    shell_exec($command);
+        return view('ulasan.index', compact('mentah', 'preprocessing'));
+    }
 
-    return redirect()->route('ulasan.index')
+    public function ambilData()
-        ->with('success', 'Data berhasil diambil dari Google Maps');
+    {
-}
+        $pythonPath = "C:\\Users\\Mufrida Farah\\AppData\\Local\\Programs\\Python\\Python312\\python.exe";
+        $scriptPath = base_path('scraper/scraping_pipeline.py');
+
+        shell_exec($pythonPath . " " . $scriptPath);
+
+        return redirect()->route('ulasan.index')
+            ->with('success','Data berhasil diambil');
+    }
 
-    // Tombol analisis data
     public function analisisData()
-{
+    {
-    $pythonPath = '"C:\\Users\\Mufrida Farah\\AppData\\Local\\Programs\\Python\\Python312\\python.exe"';
+        $pythonPath = '"C:\\Users\\Mufrida Farah\\AppData\\Local\\Programs\\Python\\Python312\\python.exe"';
+        $scriptPath = '"C:\\laragon\\www\\Sentara\\scraper\\preprocessing.py"';
 
-    $scriptPath = base_path('scraper/preprocessing.py');
+        shell_exec($pythonPath . " " . $scriptPath . " 2>&1");
 
-    $command = $pythonPath . " " . $scriptPath . " 2>&1";
+        return redirect()->route('ulasan.index')
-
+            ->with('success','Analisis berhasil');
-    shell_exec($command);
+    }
-
+}
-    return redirect()->route('ulasan.index')
-        ->with('success','Preprocessing berhasil dilakukan');
-}
-}

app/Models/HasilAnalisis.php

@@ -12,7 +12,7 @@ class HasilAnalisis extends Model
     protected $table = 'hasil_analisis';
 
     protected $fillable = [
-        'nama_wisata',
+        'wisata',
         'ulasan_terolah',
         'sentimen',
         'probabilitas'

app/Models/HasilSentimen.php

@@ -12,7 +12,7 @@ class HasilSentimen extends Model
     protected $table = 'hasil_sentimen';
 
     protected $fillable = [
-        'nama_wisata',
+        'wisata',
         'ulasan',
         'sentimen'
     ];

app/Models/Ulasan.php

@@ -12,7 +12,7 @@ class Ulasan extends Model
     protected $table = 'ulasan';
 
     protected $fillable = [
-        'nama_wisata',
+        'wisata',
         'reviewer',
         'rating',
         'ulasan',

database/migrations/2026_02_11_071732_create_ulasan_mentah_table.php

@@ -13,7 +13,7 @@ public function up(): void
 {
     Schema::create('ulasan_mentah', function (Blueprint $table) {
         $table->id();
-        $table->string('nama_wisata');
+        $table->string('wisata');
         $table->string('reviewer_name')->nullable();
         $table->integer('rating')->nullable();
         $table->text('ulasan');

database/migrations/2026_02_16_172121_create_hasil_analisis_table.php

@@ -13,7 +13,7 @@ public function up(): void
 {
     Schema::create('hasil_analisis', function (Blueprint $table) {
         $table->id();
-        $table->string('nama_wisata');
+        $table->string('wisata');
         $table->text('ulasan_terolah');
         $table->string('sentimen');
         $table->float('probabilitas');

resources/css/app.css

@@ -26,3 +26,10 @@ .sidebar-menu .sidebar-link {
 .sidebar-menu .sidebar-link:hover {
     background: rgba(255, 255, 255, 0.15);
 }
+
+.line-clamp-3 {
+  display: -webkit-box;
+  -webkit-line-clamp: 3;
+  -webkit-box-orient: vertical;
+  overflow: hidden;
+}

resources/views/analisis/index.blade.php

@@ -12,16 +12,16 @@
 
         <!-- Dropdown Filter -->
         <form method="GET" action="{{ route('analisis.index') }}">
-    <select name="destinasi"
+    <select name="wisata"
         onchange="this.form.submit()"
         class="bg-white border border-gray-300 text-sm rounded-lg px-4 py-2 shadow-sm
                focus:ring-2 focus:ring-blue-400 focus:outline-none">
 
         <option value="">Semua Destinasi</option>
 
-                 @foreach($destinasiList as $dest)
+                 @foreach($wisataList as $dest)
             <option value="{{ $dest }}"
-                {{ request('destinasi') == $dest ? 'selected' : '' }}>
+                {{ request('wisata') == $dest ? 'selected' : '' }}>
                 {{ $dest }}
             </option>
          @endforeach
@@ -41,7 +41,7 @@ class="bg-white border border-gray-300 text-sm rounded-lg px-4 py-2 shadow-sm
             <table class="w-full text-sm text-left">
                 <thead>
                     <tr class="bg-gray-100 text-gray-600">
-                        <th class="px-4 py-3">Destinasi</th>
+                        <th class="px-4 py-3">wisata</th>
                         <th class="px-4 py-3">Ulasan Terolah</th>
                         <th class="px-4 py-3">Sentimen</th>
                         <th class="px-4 py-3">Probabilitas</th>
@@ -54,7 +54,7 @@ class="bg-white border border-gray-300 text-sm rounded-lg px-4 py-2 shadow-sm
 
                             <!-- Destinasi -->
                             <td class="px-4 py-3 font-medium">
-                                {{ $row->nama_wisata }}
+                                {{ $row->wisata }}
                             </td>
 
                             <!-- Ulasan -->

resources/views/dashboard.blade.php

@@ -2,147 +2,145 @@
 
 @section('content')
 
-<div class="max-w-7xl mx-auto">
+<div class="max-w-6xl mx-auto space-y-8">
 
-    {{-- Header --}}
+    <!-- HEADER -->
-    <div class="flex justify-between items-start mb-8">
+    <div class="flex justify-between items-center">
-    <div>
+        <h2 class="text-3xl font-bold text-gray-800">Data Ulasan</h2>
-        <h2 class="text-2xl font-semibold text-gray-800">
-            Dashboard
-        </h2>
-
-        <!-- <p class="text-sm text-gray-500 mt-1">
-            Terakhir diperbarui: 27 Februari 2026, 22:45
-        </p>
-
-        <p class="text-xs text-gray-400">
-            Periode Data: Februari 2026
-        </p> -->
-    </div>
-    
-     <!-- Filter Destinasi -->
-    <form method="GET" action="" class="ml-4">
-        <select name="destinasi"
-            class="bg-white border border-gray-300 text-sm rounded-lg px-4 py-2 shadow-sm
-                   focus:ring-2 focus:ring-blue-400 focus:outline-none">
 
+        <select id="filterWisata" class="border rounded px-3 py-2 text-sm">
             <option value="">Semua Destinasi</option>
-            <option value="papuma">Pantai Papuma</option>
+            <option value="Pantai Papuma" {{ request('wisata')=='Pantai Papuma'?'selected':'' }}>Pantai Papuma</option>
-            <option value="watuulo">Pantai Watu Ulo</option>
+            <option value="Pantai Watu Ulo" {{ request('wisata')=='Pantai Watu Ulo'?'selected':'' }}>Pantai Watu Ulo</option>
-            <option value="teluklove">Teluk Love (Payangan)</option>
+            <option value="Teluk Love (Payangan)" {{ request('wisata')=='Teluk Love (Payangan)'?'selected':'' }}>Teluk Love</option>
-            <option value="gununggambir">Kebun Teh Gunung Gambir </option>
+            <option value="Kebun Teh Gunung Gambir" {{ request('wisata')=='Kebun Teh Gunung Gambir'?'selected':'' }}>Kebun Teh Gunung Gambir</option>
-
         </select>
+    </div>
+
+    <script>
+    document.getElementById("filterWisata").addEventListener("change", function () {
+        window.location.href = "/ulasan?wisata=" + encodeURIComponent(this.value);
+    });
+    </script>
+
+    <!-- BUTTON -->
+    <form action="{{ route('ulasan.ambil') }}" method="POST">
+        @csrf
+        <button class="bg-blue-600 text-white px-5 py-2 rounded">Ambil Data Terbaru</button>
     </form>
-    </div>
 
-    {{-- Statistik Cards --}}
+    <!-- ================= TABLE ================= -->
-    <div class="grid grid-cols-1 md:grid-cols-4 gap-6 mb-8">
-
-        <div class="bg-white rounded-xl shadow p-5">
-            <p class="text-gray-500 text-sm">Total Ulasan</p>
-            <h3 class="text-2xl font-bold mt-2 text-gray-900">
-                {{ $stats['total'] }}
-            </h3>
-        </div>
-
-        <div class="bg-white rounded-xl shadow p-5">
-            <p class="text-gray-500 text-sm">Sentimen Positif</p>
-            <h3 class="text-2xl font-bold mt-2 text-green-600">
-                {{ $stats['positif_persen'] }}%
-            </h3>
-        </div>
-
-        <div class="bg-white rounded-xl shadow p-5">
-            <p class="text-gray-500 text-sm">Sentimen Negatif</p>
-            <h3 class="text-2xl font-bold mt-2 text-red-600">
-                {{ $stats['negatif_persen'] }}%
-            </h3>
-        </div>
-
-        <div class="bg-white rounded-xl shadow p-5">
-            <p class="text-gray-500 text-sm">Sentimen Netral</p>
-            <h3 class="text-2xl font-bold mt-2 text-yellow-500">
-                {{ $stats['netral_persen'] }}%
-            </h3>
-        </div>
-
-    </div>
-
- {{-- Chart Section --}}
-<div class="grid grid-cols-1 lg:grid-cols-2 gap-6 mb-8">
-
-    <!-- Pie Chart -->
     <div class="bg-white rounded-xl shadow p-6">
-        <h3 class="font-semibold mb-4 text-gray-700">
+
-            Distribusi Sentimen
+        <h3 class="font-semibold mb-4">Data Ulasan Mentah</h3>
-        </h3>
+
-        <div class="h-[280px] flex justify-center items-center">
+        <div class="border rounded overflow-hidden">
-            <canvas id="pieChart"></canvas>
+
+            <!-- HEADER -->
+            <table class="w-full table-fixed text-sm">
+                <thead class="bg-gray-100">
+                    <tr>
+                        <th class="px-4 py-3 w-1/4">Wisata</th>
+                        <th class="px-4 py-3 w-1/6">Rating</th>
+                        <th class="px-4 py-3 w-2/4">Ulasan</th>
+                        <th class="px-4 py-3 w-1/6">Tanggal</th>
+                    </tr>
+                </thead>
+            </table>
+
+            <!-- BODY SCROLL -->
+            <div class="max-h-[300px] overflow-y-auto">
+                <table class="w-full table-fixed text-sm">
+                    <tbody>
+                        @forelse($mentah as $item)
+                        <tr class="border-b hover:bg-gray-50">
+                            <td class="px-4 py-2">{{ $item->wisata }}</td>
+                            <td class="px-4 py-2">{{ $item->rating }}</td>
+                            <td class="px-4 py-2 break-words line-clamp-3">
+                                {{ $item->ulasan }}
+                            </td>
+                            <td class="px-4 py-2">{{ $item->tanggal }}</td>
+                        </tr>
+                        @empty
+                        <tr>
+                            <td colspan="4" class="text-center py-4 text-gray-400">
+                                Tidak ada data
+                            </td>
+                        </tr>
+                        @endforelse
+                    </tbody>
+                </table>
+            </div>
+
         </div>
+
+        <!-- PAGINATION SIMPLE -->
+        <div class="flex justify-center mt-6 gap-2 text-sm">
+
+            @if($mentah->onFirstPage())
+                <span class="text-gray-400">Prev</span>
+            @else
+                <a href="{{ $mentah->previousPageUrl() }}">Prev</a>
+            @endif
+
+            @for ($i = 1; $i <= $mentah->lastPage(); $i++)
+                @if ($i == $mentah->currentPage())
+                    <span class="font-bold text-blue-600">{{ $i }}</span>
+                @elseif ($i <= 5 || $i == $mentah->lastPage())
+                    <a href="{{ $mentah->url($i) }}">{{ $i }}</a>
+                @elseif ($i == 6)
+                    <span>...</span>
+                @endif
+            @endfor
+
+            @if($mentah->hasMorePages())
+                <a href="{{ $mentah->nextPageUrl() }}">Next</a>
+            @else
+                <span class="text-gray-400">Next</span>
+            @endif
+
+        </div>
+
     </div>
 
-    <!-- Bar Chart -->
+    <!-- BUTTON ANALISIS -->
+    <form action="{{ route('ulasan.analisis') }}" method="POST">
+        @csrf
+        <button class="bg-green-600 text-white px-5 py-2 rounded">Proses Analisis</button>
+    </form>
+
+    <!-- PREPROCESSING -->
     <div class="bg-white rounded-xl shadow p-6">
-        <h3 class="font-semibold mb-4 text-gray-700">
+        <h3 class="font-semibold mb-4">Hasil Preprocessing</h3>
-            Sentimen per Destinasi
+
-        </h3>
+        <div class="max-h-[300px] overflow-y-auto">
-        <div class="h-[280px]">
+            <table class="w-full text-sm">
-            <canvas id="barChart"></canvas>
+                <thead class="bg-gray-100 sticky top-0">
+                    <tr>
+                        <th class="px-4 py-2">Wisata</th>
+                        <th class="px-4 py-2">Ulasan Mentah</th>
+                        <th class="px-4 py-2">Ulasan Bersih</th>
+                    </tr>
+                </thead>
+                <tbody>
+                    @forelse($preprocessing as $row)
+                    <tr class="border-b">
+                        <td class="px-4 py-2">{{ $row->wisata }}</td>
+                        <td class="px-4 py-2">{{ $row->ulasan_asli }}</td>
+                        <td class="px-4 py-2">{{ $row->stemming }}</td>
+                    </tr>
+                    @empty
+                    <tr>
+                        <td colspan="3" class="text-center py-4 text-gray-400">
+                            Belum ada data
+                        </td>
+                    </tr>
+                    @endforelse
+                </tbody>
+            </table>
         </div>
     </div>
 
-</div> {{-- TUTUP GRID CHART --}}
-
-
-{{-- Section Bawah --}}
-<div class="grid grid-cols-1 lg:grid-cols-2 gap-6">
-
-    <!-- Total Data per Destinasi -->
-    <div class="bg-white rounded-xl shadow p-6 h-[320px]">
-        <h3 class="font-semibold mb-6 text-gray-700">
-            Total Data per Destinasi
-        </h3>
-
-        <div class="space-y-4 text-sm text-gray-600">
-            <div class="flex justify-between border-b pb-3">
-                <span>Pantai Papuma</span>
-                <span class="font-semibold text-gray-800">120 ulasan</span>
-            </div>
-            <div class="flex justify-between border-b pb-3">
-                <span>Pantai Watu Ulo</span>
-                <span class="font-semibold text-gray-800">85 ulasan</span>
-            </div>
-            <div class="flex justify-between border-b pb-3">
-                <span>Teluk Love (Payangan)</span>
-                <span class="font-semibold text-gray-800">95 ulasan</span>
-            </div>
-            <div class="flex justify-between">
-                <span>Kebun Teh Gunung Gambir</span>
-                <span class="font-semibold text-gray-800">60 ulasan</span>
-            </div>
-        </div>
-    </div>
-
-    <!-- Tren Sentimen per Bulan -->
-    <!-- <div class="bg-white rounded-xl shadow p-6 h-[320px]">
-        <h3 class="font-semibold mb-6 text-gray-700">
-            Tren Sentimen per Bulan
-        </h3>
-
-        <div class="h-[220px] flex items-center justify-center text-gray-400">
-            Grafik tren akan ditampilkan setelah data periode tersedia.
-        </div>
-    </div> -->
-
 </div>
 
-</div>
+@endsection
-
-
-</div>
-</div>
-
-
-
-@endsection

resources/views/ulasan/index.blade.php

@@ -6,136 +6,250 @@
 
     <!-- HEADER -->
     <div class="flex justify-between items-center">
-        <h2 class="text-3xl font-bold text-gray-800">
+        <h2 class="text-3xl font-bold text-gray-800">Data Ulasan</h2>
-            Data Ulasan
-        </h2>
 
-        <select
+        <select id="filterWisata" class="border rounded px-3 py-2 text-sm">
-            class="bg-white border border-gray-300 text-sm rounded-lg px-4 py-2 shadow-sm
+            <option value="">Semua Destinasi</option>
-                   focus:ring-2 focus:ring-blue-400 focus:outline-none">
+            <option value="Pantai Papuma" {{ request('wisata')=='Pantai Papuma'?'selected':'' }}>Pantai Papuma</option>
-            <option>Semua Destinasi</option>
+            <option value="Pantai Watu Ulo" {{ request('wisata')=='Pantai Watu Ulo'?'selected':'' }}>Pantai Watu Ulo</option>
-            <option>Pantai Papuma</option>
+            <option value="Teluk Love (Payangan)" {{ request('wisata')=='Teluk Love (Payangan)'?'selected':'' }}>Teluk Love</option>
-            <option>Pantai Watu Ulo</option>
+            <option value="Kebun Teh Gunung Gambir" {{ request('wisata')=='Kebun Teh Gunung Gambir'?'selected':'' }}>Kebun Teh Gunung Gambir</option>
-            <option>Teluk Love (Payangan)</option>
-            <option>Kebun Teh Gunung Gambir </option>
         </select>
     </div>
 
-    <!-- BUTTON AMBIL DATA -->
+    <script>
-    <div>
+    document.getElementById("filterWisata").addEventListener("change", function () {
-        <form action="{{ route('ulasan.ambil') }}" method="POST">
+        window.location.href = "/ulasan?wisata=" + encodeURIComponent(this.value);
-            @csrf
+    });
-            <button
+    </script>
-                class="bg-blue-600 hover:bg-blue-700 text-white font-semibold
+
-                       px-6 py-2 rounded-lg shadow">
+    <!-- BUTTON -->
-                Ambil Data Terbaru
+    <form action="{{ route('ulasan.ambil') }}" method="POST">
-            </button>
+        @csrf
-        </form>
+        <button class="bg-blue-600 text-white px-5 py-2 rounded">
+            Ambil Data Terbaru
+        </button>
+    </form>
+
+    <!-- ================= TABLE ================= -->
+    <div class="bg-white rounded-xl shadow p-6">
+
+        <h3 class="font-semibold mb-4">Data Ulasan Mentah</h3>
+
+        <div class="border rounded overflow-hidden">
+
+            <!-- HEADER -->
+             <table class="w-full text-sm text-left table-fixed border border-gray-200 rounded-t-lg overflow-hidden">
+        <thead class="bg-gray-100 text-gray-700">
+            <tr>
+                <th class="px-4 py-3 w-[15%]">Wisata</th>
+                <th class="px-4 py-3 w-[10%] text-center">Rating</th>
+                <th class="px-4 py-3 w-[60%]">Ulasan</th>
+                <th class="px-4 py-3 w-[15%] text-center">Tanggal</th>
+            </tr>
+        </thead>
+    </table>
+
+    <!-- BODY -->
+    <div class="max-h-[300px] overflow-y-auto border-x border-b border-gray-200 rounded-b-lg">
+        <table class="w-full text-sm table-fixed">
+
+            <tbody class="divide-y divide-gray-200">
+
+                @foreach($mentah as $item)
+                <tr class="hover:bg-gray-50 transition">
+
+                    <!-- WISATA -->
+                    <td class="px-4 py-3 w-[15%] font-medium text-gray-700">
+                        {{ $item->wisata }}
+                    </td>
+
+                    <!-- RATING -->
+                    <td class="px-4 py-3 w-[10%] text-center">
+                         {{ $item->rating }}
+                    </td>
+
+                    <!-- ULASAN -->
+                    <td class="px-4 py-3 w-[60%] text-black-700 leading-relaxed">
+                        <div class="line-clamp-3">
+                            {{ $item->ulasan }}
+                        </div>
+                    </td>
+
+                    <!-- TANGGAL -->
+                    <td class="px-4 py-3 w-[15%] text-center text-black-700 leading-relaxed">
+                        {{ $item->tanggal }}
+                    </td>
+
+                </tr>
+                @endforeach
+
+            </tbody>
+        </table>
     </div>
 
-    <!-- TABLE DATA MENTAH -->
+</div>
-    <div class="bg-white rounded-xl shadow p-6">
-        <h3 class="text-lg font-semibold text-gray-700 mb-4">
-            Data Ulasan Mentah
-        </h3>
 
-        <div class="overflow-x-auto max-h-[400px] overflow-y-auto">
+        <!-- INFO -->
-            <table class="w-full text-sm text-left">
+        <div class="text-sm text-gray-500 mt-4 text-center">
-                <thead>
+            Showing {{ $mentah->firstItem() }} to {{ $mentah->lastItem() }} 
-                    <tr class="bg-gray-100 text-gray-600">
+            of {{ $mentah->total() }} results
-                        <th class="px-4 py-3">Destinasi</th>
+        </div>
-                        <th class="px-4 py-3">Reviewer</th>
+
-                        <th class="px-4 py-3">Rating</th>
+        <!-- PAGINATION -->
-                        <th class="px-4 py-3">Ulasan</th>
+        <div class="flex justify-center mt-6 items-center gap-2 text-sm">
-                        <th class="px-4 py-3">Tanggal</th>
+
-                      
+    {{-- FIRST --}}
+    @if ($mentah->currentPage() > 1)
+        <a href="{{ $mentah->url(1) }}">«</a>
+    @endif
+
+    {{-- PREV --}}
+    @if ($mentah->onFirstPage())
+        <span class="text-gray-400">‹</span>
+    @else
+        <a href="{{ $mentah->previousPageUrl() }}">‹</a>
+    @endif
+
+    @php
+        $start = max($mentah->currentPage() - 2, 1);
+        $end = min($mentah->currentPage() + 2, $mentah->lastPage());
+    @endphp
+
+    {{-- NUMBER DINAMIS --}}
+    @for ($i = $start; $i <= $end; $i++)
+        @if ($i == $mentah->currentPage())
+            <span class="px-3 py-1 bg-blue-600 text-white rounded-full">{{ $i }}</span>
+        @else
+            <a href="{{ $mentah->url($i) }}" class="px-3 py-1 hover:underline">
+                {{ $i }}
+            </a>
+        @endif
+    @endfor
+
+    {{-- NEXT --}}
+    @if ($mentah->hasMorePages())
+        <a href="{{ $mentah->nextPageUrl() }}">›</a>
+    @else
+        <span class="text-gray-400">›</span>
+    @endif
+
+    {{-- LAST --}}
+    @if ($mentah->currentPage() < $mentah->lastPage())
+        <a href="{{ $mentah->url($mentah->lastPage()) }}">»</a>
+    @endif
+
+    </div>
+
+    </div>
+
+    <!-- BUTTON ANALISIS -->
+    <form action="{{ route('ulasan.analisis') }}" method="POST">
+        @csrf
+        <button class="bg-green-600 text-white px-5 py-2 rounded">
+            Proses Analisis
+        </button>
+    </form>
+
+    <!-- PREPROCESSING -->
+    <div class="bg-white rounded-xl shadow p-6">
+        <h3 class="font-semibold mb-4">Hasil Preprocessing</h3>
+
+        <div class="max-h-[300px] overflow-y-auto">
+            <table class="w-full text-sm">
+                <thead class="bg-gray-100 sticky top-0">
+                    <tr>
+                        <th class="px-4 py-2">Wisata</th>
+                        <th class="px-4 py-2">Ulasan Mentah</th>
+                        <th class="px-4 py-2">Ulasan Bersih</th>
                     </tr>
                 </thead>
-
                 <tbody>
-@forelse($mentah as $data)
+                    @forelse($preprocessing as $row)
-<tr>
+                    <tr class="border-b">
-    <td class="px-4 py-3">{{ $data->destinasi }}</td>
+                        <td class="px-4 py-2">{{ $row->wisata }}</td>
-    <td class="px-4 py-3">{{ $data->reviewer }}</td>
+                        <td class="px-4 py-2">{{ $row->ulasan_asli }}</td>
-    <td class="px-4 py-3">{{ $data->rating }}</td>
+                        <td class="px-4 py-2">{{ $row->stemming }}</td>
-    <td class="px-4 py-3">{{ $data->ulasan }}</td>
+                    </tr>
-    <td class="px-4 py-3">{{ $data->tanggal }}</td>
+                    @empty
-  
+                    <tr>
-</tr>
+                        <td colspan="3" class="text-center py-4 text-gray-400">
-@empty
+                            Belum ada data
-<tr>
+                        </td>
-    <td colspan="6" class="text-center py-6 text-gray-400">
+                    </tr>
-        Belum ada data mentah.
+                    <div class="flex justify-center mt-4 text-sm">
-    </td>
+        
-</tr>
+                    <!-- INFO -->
-@endforelse
+                        <div class="text-sm text-gray-500 mt-4 text-center">
-</tbody>
+                            Showing {{ $preprocessing->firstItem() }} to {{ $preprocessing->lastItem() }} 
+                            of {{ $preprocessing->total() }} results
+                        </div>
 
-            </table>
+                        <!-- PAGINATION -->
-        </div>
+                        <div class="flex justify-center mt-6 items-center gap-2 text-sm">
-    </div>
 
-    <!-- BUTTON PREPROCESSING -->
+                    {{-- FIRST --}}
-    <div>
+                    @if ($preprocessing->currentPage() > 1)
-        <form action="{{ route('ulasan.analisis') }}" method="POST">
+                        <a href="{{ $preprocessing->url(1) }}">«</a>
-            @csrf
+                    @endif
-            <button
-                class="bg-green-600 hover:bg-green-700 text-white font-semibold
-                       px-6 py-2 rounded-lg shadow">
-                Proses Analisis
-            </button>
-        </form>
-    </div>
 
-    <!-- HASIL PREPROCESSING -->
+                    {{-- PREV --}}
-    <div class="bg-white rounded-xl shadow p-6">
+                    @if ($preprocessing->onFirstPage())
-        <h3 class="text-lg font-semibold text-gray-700 mb-4">
+                        <span class="text-gray-400">‹</span>
-            Hasil Preprocessing Data
+                    @else
-        </h3>
+                        <a href="{{ $preprocessing->previousPageUrl() }}">‹</a>
+                    @endif
 
-        <div class="overflow-x-auto">
+                    @php
-            <table class="w-full text-sm text-left">
+                        $start = max($preprocessing->currentPage() - 2, 1);
-                <thead class="sticky top-0 bg-gray-100">
+                        $end = min($preprocessing->currentPage() + 2, $preprocessing->lastPage());
-                <tr class="bg-gray-100 text-gray-600">
+                    @endphp
-                    <th class="px-4 py-3">Destinasi</th>
-                    <th class="px-4 py-3">Ulasan Mentah</th>
-                    <th class="px-4 py-3">Ulasan Bersih</th>
-                </tr>
-            </thead>
 
-            <tbody>
+                    {{-- NUMBER DINAMIS --}}
-            @forelse($preprocessing as $row)
+                    @for ($i = $start; $i <= $end; $i++)
-            <tr class="border-b">
+                        @if ($i == $preprocessing->currentPage())
+                            <span class="px-3 py-1 bg-blue-600 text-white rounded-full">{{ $i }}</span>
+                        @else
+                            <a href="{{ $preprocessing->url($i) }}" class="px-3 py-1 hover:underline">
+                                {{ $i }}
+                            </a>
+                        @endif
+                    @endfor
 
-            <td class="px-4 py-3">
+                    {{-- NEXT --}}
-                {{ $row->destinasi }}
+                    @if ($preprocessing->hasMorePages())
-            </td>
+                        <a href="{{ $preprocessing->nextPageUrl() }}">›</a>
+                    @else
+                        <span class="text-gray-400">›</span>
+                    @endif
 
-            <td class="px-4 py-3">
+                    {{-- LAST --}}
-                {{ $row->ulasan_asli }}
+                    @if ($preprocessing->currentPage() < $preprocessing->lastPage())
-            </td>
+                        <a href="{{ $preprocessing->url($preprocessing->lastPage()) }}">»</a>
+                    @endif
 
-            <td class="px-4 py-3">
+                    </div>
-                {{ $row->stemming }}
-            </td>
 
-            </tr>
+                    </div>
-
+                    <script>
-            @empty
+                        document.getElementById("filterWisata").addEventListener("change", function () {
-            <tr>
+                            let wisata = this.value;
-                
-            <td colspan="3" class="text-center py-6 text-gray-400">
-            Belum ada hasil preprocessing.
-            </td>
-
-            </tr>
-            @endforelse
-            </tbody>
 
+                            fetch(`/ulasan?wisata=${wisata}`)
+                                .then(res => res.text())
+                                .then(html => {
+                                    document.querySelector("#tableContainer").innerHTML =
+                                        new DOMParser().parseFromString(html, "text/html")
+                                        .querySelector("#tableContainer").innerHTML;
+                                });
+                        });
+                        </script>
+                    @endforelse
+                </tbody>
             </table>
         </div>
     </div>
 
 </div>
 
-@endsection
+@endsection

scraper/prepocessing.py

@@ -1,70 +0,0 @@
-import mysql.connector
-import re
-from Sastrawi.Stemmer.StemmerFactory import StemmerFactory
-
-# =============================
-# DATABASE
-# =============================
-conn = mysql.connector.connect(
-    host="localhost",
-    database="sentara",
-    user="root",
-    password=""
-)
-
-cursor = conn.cursor()
-
-# =============================
-# STEMMER
-# =============================
-factory = StemmerFactory()
-stemmer = factory.create_stemmer()
-
-# =============================
-# AMBIL DATA ULASAN
-# =============================
-cursor.execute("SELECT id, ulasan FROM ulasan")
-
-data = cursor.fetchall()
-
-print("Total ulasan:", len(data))
-
-for row in data:
-
-    id_ulasan = row[0]
-    text = row[1]
-
-    # =============================
-    # CLEANING
-    # =============================
-    text_clean = re.sub(r'[^a-zA-Z\s]', '', text)
-
-    # =============================
-    # CASE FOLDING
-    # =============================
-    text_clean = text_clean.lower()
-
-    # =============================
-    # STEMMING
-    # =============================
-    text_stem = stemmer.stem(text_clean)
-
-    # =============================
-    # INSERT KE DATABASE
-    # =============================
-    cursor.execute("""
-    INSERT INTO preprocessing_data
-    (ulasan_asli, cleaning, stemming)
-    VALUES (%s,%s,%s)
-    """,
-    (
-        text,
-        text_clean,
-        text_stem
-    ))
-
-    conn.commit()
-
-print("Preprocessing selesai")
-
-conn.close()

scraper/preprocessing.py

@@ -0,0 +1,143 @@
+import mysql.connector
+import re
+import math
+from collections import Counter
+from Sastrawi.Stemmer.StemmerFactory import StemmerFactory
+
+# =============================
+# DATABASE
+# =============================
+conn = mysql.connector.connect(
+    host="localhost",
+    database="sentara",
+    user="root",
+    password=""
+)
+
+cursor = conn.cursor()
+
+# =============================
+# STEMMER
+# =============================
+factory = StemmerFactory()
+stemmer = factory.create_stemmer()
+
+# =============================
+# DATA TRAINING
+# =============================
+data_train = [
+    ("bagus bersih indah nyaman sejuk", "positif"),
+    ("indah nyaman segar bagus", "positif"),
+    ("kotor jelek rusak mahal sempit", "negatif"),
+    ("jalan rusak sempit mahal", "negatif")
+]
+
+# =============================
+# TRAIN NAIVE BAYES
+# =============================
+def train_nb(data):
+    word_counts = {"positif": Counter(), "negatif": Counter()}
+    class_counts = {"positif": 0, "negatif": 0}
+    total_words = {"positif": 0, "negatif": 0}
+
+    for text, label in data:
+        words = text.split()
+        class_counts[label] += 1
+        word_counts[label].update(words)
+        total_words[label] += len(words)
+
+    return word_counts, class_counts, total_words
+
+word_counts, class_counts, total_words = train_nb(data_train)
+
+# =============================
+# PREDICT
+# =============================
+def predict_nb(text):
+    words = text.split()
+
+    vocab = set(word_counts["positif"]).union(set(word_counts["negatif"]))
+
+    log_pos = math.log(class_counts["positif"] / sum(class_counts.values()))
+    log_neg = math.log(class_counts["negatif"] / sum(class_counts.values()))
+
+    for word in words:
+        prob_pos = (word_counts["positif"][word] + 1) / (total_words["positif"] + len(vocab))
+        prob_neg = (word_counts["negatif"][word] + 1) / (total_words["negatif"] + len(vocab))
+
+        log_pos += math.log(prob_pos)
+        log_neg += math.log(prob_neg)
+
+    if log_pos > log_neg:
+        return "Positif", log_pos
+    else:
+        return "Negatif", log_neg
+
+# =============================
+# HAPUS DATA LAMA (PENTING!)
+# =============================
+cursor.execute("DELETE FROM preprocessing_data")
+cursor.execute("DELETE FROM hasil_analisis")
+
+# =============================
+# AMBIL DATA
+# =============================
+cursor.execute("SELECT wisata, ulasan FROM ulasan")
+data = cursor.fetchall()
+
+print("Total ulasan:", len(data))
+
+# =============================
+# PROSES
+# =============================
+for row in data:
+
+    wisata = row[0]
+    text = row[1]
+
+    if not text:
+        continue
+
+    # CLEANING
+    text_clean = re.sub(r'[^a-zA-Z\s]', '', text)
+    text_clean = text_clean.lower()
+
+    # TOKENIZING 
+    tokens = text_clean.split()
+    text_token = ' '.join(tokens)
+
+    # STEMMING
+    text_stem = stemmer.stem(text_clean)
+
+    # PREDIKSI
+    sentimen, probabilitas = predict_nb(text_stem)
+
+    # INSERT PREPROCESSING
+    cursor.execute("""
+        INSERT INTO preprocessing_data
+        (wisata, ulasan_asli, cleaning, tokenizing, stemming)
+        VALUES (%s,%s,%s,%s,%s)
+        """,
+        (
+            wisata,
+            text,
+            text_clean,
+            text_token,
+            text_stem
+        ))
+
+    # INSERT HASIL ANALISIS
+    cursor.execute("""
+    INSERT INTO hasil_analisis
+    (wisata, ulasan_terolah, hasil_preprocessing, sentimen, probabilitas)
+    VALUES (%s,%s,%s,%s,%s)
+    """, (wisata, text, text_stem, sentimen, probabilitas))
+
+# =============================
+# COMMIT SEKALI SAJA
+# =============================
+conn.commit()
+
+print(" Preprocessing & Analisis Sentimen selesai")
+
+conn.close()

scraper/scraping_pipeline.py

@@ -1,214 +1,143 @@
 from selenium import webdriver
 from selenium.webdriver.common.by import By
 from selenium.webdriver.chrome.options import Options
-from selenium.webdriver.support.ui import WebDriverWait
-from selenium.webdriver.support import expected_conditions as EC
 import mysql.connector
 import time
 from datetime import datetime
 
-# =============================
 # DATABASE
-# =============================
 conn = mysql.connector.connect(
     host="localhost",
     database="sentara",
     user="root",
     password=""
 )
-
 cursor = conn.cursor()
 
-# =============================
 # CHROME
-# =============================
 options = Options()
 options.add_argument("--start-maximized")
 
 driver = webdriver.Chrome(options=options)
-wait = WebDriverWait(driver, 15)
 
-# =============================
-# DESTINASI
-# =============================
 destinations = {
-    "Pantai Papuma": "Pantai Papuma Jember",
+    "Pantai Papuma":"https://www.google.com/maps/place/Pantai+Papuma+Jember",
-    "Pantai Watu Ulo": "Pantai Watu Ulo Jember",
+    "Pantai Watu Ulo":"https://www.google.com/maps/place/Pantai+Watu+Ulo+Jember",
-    "Teluk Love": "Teluk Love Jember",
+    "Teluk Love":"https://www.google.com/maps/place/Teluk+Love+Jember",
-    "Kebun Teh Gunung Gambir": "Kebun Teh Gunung Gambir Jember"
+    "Kebun Teh Gunung Gambir":"https://www.google.com/maps/place/Kebun+Teh+Gunung+Gambir"
 }
 
-# =============================
+for wisata, url in destinations.items():
-# LOOP DESTINASI
-# =============================
-for nama_wisata, keyword in destinations.items():
 
-    saved = 0
+    print("\nScraping:", wisata)
-    print("\n====================")
-    print("Scraping:", nama_wisata)
-    print("====================")
 
-    driver.get("https://www.google.com/maps")
+    driver.get(url)
-    time.sleep(5)
+    time.sleep(10)
 
-    # =============================
+    # =========================
-    # CARI TEMPAT
+    # BUKA ULASAN (FIX)
-    # =============================
+    # =========================
     try:
-        search = driver.find_element(By.ID, "searchboxinput")
+        buttons = driver.find_elements(By.XPATH, "//button")
-    except:
-        search = driver.find_element(By.XPATH, "//input[@aria-label='Search Google Maps']")
 
-    search.clear()
+        ketemu = False
-    search.send_keys(keyword)
 
-    driver.find_element(By.ID, "searchbox-searchbutton").click()
+        for btn in buttons:
+            try:
+                label = btn.get_attribute("aria-label")
 
-    time.sleep(6)
+                if label and ("ulasan" in label.lower() or "review" in label.lower()):
+                    driver.execute_script("arguments[0].click();", btn)
+                    time.sleep(5)
+                    print("Berhasil buka ulasan")
+                    ketemu = True
+                    break
+            except:
+                pass
 
-    # =============================
+        if not ketemu:
-    # KLIK HASIL PERTAMA
+            print("Tombol ulasan tidak ditemukan")
-    # =============================
+            continue
-    try:
-        first_result = wait.until(
-            EC.element_to_be_clickable((By.XPATH, "(//a[contains(@href,'/maps/place')])[1]"))
-        )
-        first_result.click()
-        time.sleep(5)
 
-    except:
+    except Exception as e:
-        print("Tempat tidak ditemukan")
+        print("Error buka ulasan:", e)
         continue
 
-    # =============================
+    # =========================
-    # BUKA TAB REVIEW
+    # SCROLL
-    # =============================
+    # =========================
-    try:
-        review_button = wait.until(
-            EC.element_to_be_clickable((By.XPATH, "//button[contains(@aria-label,'review')]"))
-        )
-
-        review_button.click()
-        time.sleep(5)
-
-    except:
-        print("Review button tidak ditemukan")
-        continue
-
-    # =============================
-    # SCROLL REVIEW
-    # =============================
     try:
         scrollable_div = driver.find_element(By.XPATH, "//div[@role='region']")
     except:
-        print("Container review tidak ditemukan")
+        print("Container tidak ditemukan")
         continue
 
-    last_count = 0
+    last_height = 0
-    same_count = 0
-    reviews = []
-
-    for i in range(200):
 
+    for i in range(50):
         driver.execute_script(
             "arguments[0].scrollTop = arguments[0].scrollHeight",
             scrollable_div
         )
-
         time.sleep(2)
 
-        reviews = driver.find_elements(By.XPATH, "//div[@data-review-id]")
+        new_height = driver.execute_script(
+            "return arguments[0].scrollHeight",
+            scrollable_div
+        )
 
-        current_count = len(reviews)
+        print("Scroll ke-", i)
 
-        print("Scroll", i, "Review:", current_count)
+        if new_height == last_height:
-
+            print("Sudah mentok")
-        if current_count == last_count:
-            same_count += 1
-        else:
-            same_count = 0
-
-        if same_count >= 6:
-            print("✔ Semua review sudah termuat")
             break
 
-        last_count = current_count
+        last_height = new_height
-
-    # =============================
-    # AMBIL DATA REVIEW
-    # =============================
-    for review in reviews:
 
+    # =========================
+    # EXPAND
+    # =========================
+    buttons = driver.find_elements(By.XPATH, "//button[contains(text(),'Selengkapnya')]")
+    for b in buttons:
         try:
+            driver.execute_script("arguments[0].click();", b)
+        except:
+            pass
 
-            review_id = review.get_attribute("data-review-id")
+    time.sleep(2)
 
-            if not review_id:
+    # =========================
+    # AMBIL DATA
+    # =========================
+    reviews = driver.find_elements(By.XPATH, "//div[@data-review-id]")
+
+    print("Total review ditemukan:", len(reviews))
+
+    saved = 0
+
+    for review in reviews:
+        try:
+            reviewer = review.find_element(By.XPATH, ".//div[contains(@class,'d4r55')]").text
+
+            rating = review.find_element(By.XPATH, ".//span[@role='img']").get_attribute("aria-label")
+
+            ulasan = review.find_element(By.XPATH, ".//span[contains(@class,'wiI7pd')]").text
+
+            tanggal = review.find_element(By.XPATH, ".//span[contains(@class,'rsqaWe')]").text
+
+            if ulasan.strip() == "":
                 continue
 
-            # cek duplikasi
-            cursor.execute(
-                "SELECT COUNT(*) FROM ulasan WHERE review_id=%s",
-                (review_id,)
-            )
-
-            exists = cursor.fetchone()[0]
-
-            if exists > 0:
-                continue
-
-            # reviewer
-            try:
-                reviewer = review.find_element(
-                    By.XPATH, ".//div[contains(@class,'d4r55')]"
-                ).text
-            except:
-                reviewer = "Unknown"
-
-            # rating
-            try:
-                rating_text = review.find_element(
-                    By.XPATH, ".//span[@role='img']"
-                ).get_attribute("aria-label")
-
-                rating = float(rating_text.split()[0])
-            except:
-                rating = 0
-
-            # ulasan
-            try:
-                review_text = review.find_element(
-                    By.XPATH, ".//span[contains(@class,'wiI7pd')]"
-                ).text
-            except:
-                review_text = ""
-
-            # tanggal
-            try:
-                review_date = review.find_element(
-                    By.XPATH, ".//span[contains(@class,'rsqaWe')]"
-                ).text
-            except:
-                review_date = ""
-
-            if review_text == "":
-                continue
-
-            # =============================
-            # INSERT DATABASE
-            # =============================
             cursor.execute("""
             INSERT INTO ulasan
-            (review_id,destinasi,reviewer,ulasan,rating,tanggal,scraping_date)
+            (destinasi, reviewer, ulasan, rating, tanggal, scraping_date)
-            VALUES(%s,%s,%s,%s,%s,%s,%s)
+            VALUES (%s,%s,%s,%s,%s,%s)
-            """,
+            """, (
-            (
+                wisata,
-                review_id,
-                nama_wisata,
                 reviewer,
-                review_text,
+                ulasan,
                 rating,
-                review_date,
+                tanggal,
                 datetime.now()
             ))
 
@@ -218,11 +147,9 @@ for nama_wisata, keyword in destinations.items():
         except Exception as e:
             print("skip:", e)
 
-    print("Total tersimpan:", saved)
+    print("Berhasil simpan:", saved)
-
-print("\n====================")
-print("SCRAPING SELESAI")
-print("====================")
 
 driver.quit()
-conn.close()
+conn.close()
+
+print("\nSCRAPING SELESAI")