nambah aja

app/Http/Controllers/AnalisisController.php

@@ -4,30 +4,29 @@
 
 use Illuminate\Http\Request;
 use App\Models\HasilAnalisis;
+use Illuminate\Support\Facades\DB;
 
 class AnalisisController extends Controller
 {
     public function index(Request $request)
     {
-        // Dropdown list destinasi unik
+        // Ambil data evaluasi model
+        $evaluasi = DB::table('evaluasi_model')->latest()->first();
+
+        // Dropdown wisata
         $wisataList = HasilAnalisis::select('wisata')
             ->distinct()
             ->pluck('wisata');
 
-        // Query utama tabel
+        // Query hasil analisis dengan filter
         $query = HasilAnalisis::query();
 
-        // Filter kalau user pilih destinasi tertentu
         if ($request->filled('wisata')) {
             $query->where('wisata', $request->wisata);
         }
 
-        // Data hasil analisis (pakai paginate biar rapi)
+        $hasil = $query->latest()->paginate(10);
-        $hasil = $query->latest()->paginate(5);
 
-        return view('analisis.index', compact(
+        return view('analisis.index', compact('hasil', 'wisataList', 'evaluasi'));
-            'hasil',
-            'wisataList'
-        ));
     }
 }

app/Http/Controllers/DashboardController.php

@@ -7,138 +7,302 @@
 
 class DashboardController extends Controller
 {
-    public function index(Request $request)
+    private array $issueRules = [
-    {
+        'Kebersihan' => [
-        $wisata = $request->wisata;
+            'keywords' => ['kotor', 'sampah', 'jorok', 'kumuh', 'toilet', 'wc', 'kamar mandi', 'limbah', 'bau', 'bersih'],
+            'color'    => 'red',
+            'icon'     => '🧹',
+            'saran'    => [
+                'actions' => ['Tambah tempat sampah', 'Jadwal pembersihan rutin', 'Petugas kebersihan tambahan'],
+                'dampak'  => 'Kepuasan meningkat signifikan',
+                'tip'     => 'Tambah tempat sampah & jadwal pembersihan rutin.',
+            ],
+        ],
+        'Parkir' => [
+            'keywords' => ['parkir', 'lahan parkir', 'tempat parkir', 'parkiran', 'motor', 'mobil'],
+            'color'    => 'orange',
+            'icon'     => '🚗',
+            'saran'    => [
+                'actions' => ['Penataan area parkir', 'Tarif transparan', 'Petugas lebih ramah'],
+                'dampak'  => 'Mengurangi keluhan',
+                'tip'     => 'Sistem parkir lebih rapi dan transparan.',
+            ],
+        ],
+        'Harga / Tiket' => [
+            'keywords' => ['mahal', 'harga', 'tiket', 'bayar', 'biaya', 'tarif', 'terjangkau'],
+            'color'    => 'yellow',
+            'icon'     => '🎟️',
+            'saran'    => [
+                'actions' => ['Evaluasi harga tiket', 'Promo wisata', 'Diskon tertentu'],
+                'dampak'  => 'Daya tarik meningkat',
+                'tip'     => 'Penyesuaian harga tiket agar lebih terjangkau.',
+            ],
+        ],
+        'Fasilitas' => [
+            'keywords' => ['fasilitas', 'gazebo', 'warung', 'kantin', 'kamar ganti', 'musholla', 'wifi', 'bangku', 'kursi'],
+            'color'    => 'green',
+            'icon'     => '🏗️',
+            'saran'    => [
+                'actions' => ['Perbaiki fasilitas rusak', 'Tambah fasilitas umum', 'Perawatan berkala'],
+                'dampak'  => 'Kenyamanan pengunjung meningkat',
+                'tip'     => 'Fasilitas lengkap & terawat meningkatkan kepuasan.',
+            ],
+        ],
+        'Keramaian' => [
+            'keywords' => ['ramai', 'macet', 'antri', 'sesak', 'penuh', 'padat', 'berdesakan'],
+            'color'    => 'blue',
+            'icon'     => '👥',
+            'saran'    => [
+                'actions' => ['Atur kapasitas pengunjung', 'Sistem antrean', 'Jam kunjungan fleksibel'],
+                'dampak'  => 'Pengalaman pengunjung lebih nyaman',
+                'tip'     => 'Manajemen kapasitas pengunjung lebih baik.',
+            ],
+        ],
+    ];
+
+   public function index(Request $request)
+{
+    $wisata    = $request->wisata;
+    $destinasi = $request->destinasi;
+
+    // ================================================================
+    // AMBIL SEMUA PERIODE & PERIODE AKTIF
+    // ================================================================
+    $periodeList   = DB::table('periode_analisis')->orderBy('id', 'desc')->get();
+    $periodeAktif  = $request->periode_id
+        ? DB::table('periode_analisis')->find($request->periode_id)
+        : DB::table('periode_analisis')->orderBy('id', 'desc')->first();
+    $periodeId     = $periodeAktif->id ?? null;
+
     $evaluasi = DB::table('evaluasi_model')
-    ->latest()
+        ->when($periodeId, fn($q) => $q->where('periode_id', $periodeId))
-    ->first();
+        ->latest()->first();
-        // =============================
-        // TOTAL ULASAN (DARI TABEL ULASAN)
-        // =============================
-        $totalUlasan = DB::table('ulasan')
-            ->when($wisata && $wisata != 'Semua Destinasi', function ($q) use ($wisata) {
-                $q->where('wisata', $wisata);
-            })
-            ->count();
 
-        // =============================
+    // ================================================================
-        // CEK ADA ANALISIS ATAU BELUM
+    // TOTAL ULASAN
-        // =============================
+    // ================================================================
-        $hasAnalisis = DB::table('hasil_analisis')->count() > 0;
+    $totalUlasan = DB::table('ulasan')
+        ->when($periodeId, fn($q) => $q->where('periode_id', $periodeId))
+        ->when($wisata && $wisata != 'Semua Destinasi', fn($q) => $q->where('wisata', $wisata))
+        ->count();
 
-        // =============================
+    // ================================================================
-        // HITUNG SENTIMEN (DARI HASIL ANALISIS)
+    // CEK ADA ANALISIS ATAU BELUM
-        // =============================
+    // ================================================================
-        $positif = DB::table('hasil_analisis')
+    $hasAnalisis = DB::table('hasil_analisis')
-            ->where('sentimen', 'Positif')
+        ->when($periodeId, fn($q) => $q->where('periode_id', $periodeId))
-            ->when($wisata && $wisata != 'Semua Destinasi', function ($q) use ($wisata) {
+        ->count() > 0;
-                $q->where('wisata', $wisata);
-            })
-            ->count();
 
-        $negatif = DB::table('hasil_analisis')
+    // ================================================================
-            ->where('sentimen', 'Negatif')
+    // HITUNG SENTIMEN
-            ->when($wisata && $wisata != 'Semua Destinasi', function ($q) use ($wisata) {
+    // ================================================================
-                $q->where('wisata', $wisata);
+    $positif = DB::table('hasil_analisis')
-            })
+        ->where('sentimen', 'Positif')
-            ->count();
+        ->when($periodeId, fn($q) => $q->where('periode_id', $periodeId))
+        ->when($wisata && $wisata != 'Semua Destinasi', fn($q) => $q->where('wisata', $wisata))
+        ->count();
 
-        $netral = DB::table('hasil_analisis')
+    $negatif = DB::table('hasil_analisis')
-            ->where('sentimen', 'Netral')
+        ->where('sentimen', 'Negatif')
-            ->when($wisata && $wisata != 'Semua Destinasi', function ($q) use ($wisata) {
+        ->when($periodeId, fn($q) => $q->where('periode_id', $periodeId))
-                $q->where('wisata', $wisata);
+        ->when($wisata && $wisata != 'Semua Destinasi', fn($q) => $q->where('wisata', $wisata))
-            })
+        ->count();
-            ->count();
 
-        // =============================
+    $netral = DB::table('hasil_analisis')
-        // PERSENTASE SENTIMEN
+        ->where('sentimen', 'Netral')
-        // =============================
+        ->when($periodeId, fn($q) => $q->where('periode_id', $periodeId))
-        $totalSentimen = $positif + $negatif + $netral;
+        ->when($wisata && $wisata != 'Semua Destinasi', fn($q) => $q->where('wisata', $wisata))
+        ->count();
 
-        $stats = [
+    $totalSentimen = $positif + $negatif + $netral;
-            'total' => $totalUlasan,
-            'positif_persen' => $totalSentimen > 0 ? round(($positif / $totalSentimen) * 100) : 0,
-            'negatif_persen' => $totalSentimen > 0 ? round(($negatif / $totalSentimen) * 100) : 0,
-            'netral_persen' => $totalSentimen > 0 ? round(($netral / $totalSentimen) * 100) : 0,
-        ];
 
-        // =============================
+    $stats = [
-        // GRAFIK PIE (Distribusi Sentimen)
+        'total'          => $totalUlasan,
-        // =============================
+        'positif_persen' => $totalSentimen > 0 ? round(($positif / $totalSentimen) * 100) : 0,
-        $chartSentimen = $hasAnalisis
+        'negatif_persen' => $totalSentimen > 0 ? round(($negatif / $totalSentimen) * 100) : 0,
-    ? DB::table('hasil_analisis')
+        'netral_persen'  => $totalSentimen > 0 ? round(($netral  / $totalSentimen) * 100) : 0,
-        ->select('sentimen', DB::raw('count(*) as total'))
+    ];
-        ->when($wisata && $wisata != 'Semua Destinasi', function ($q) use ($wisata) {
-            $q->where('wisata', $wisata);
-        })
-        ->groupBy('sentimen')
-        ->orderByRaw("FIELD(sentimen, 'Positif', 'Negatif', 'Netral')") // 🔥 INI KUNCINYA
-        ->get()
-    : collect();
 
-        // =============================
+    // ================================================================
-        // GRAFIK BAR (Sentimen per Destinasi)
+    // CHART DATA
-        // =============================
+    // ================================================================
-        $chartDestinasi = $hasAnalisis
+    $chartSentimen = $hasAnalisis
-    ? DB::table('hasil_analisis')
+        ? DB::table('hasil_analisis')
-        ->select(
+            ->select('sentimen', DB::raw('count(*) as total'))
-            'wisata',
+            ->when($periodeId, fn($q) => $q->where('periode_id', $periodeId))
-            DB::raw("SUM(CASE WHEN sentimen = 'Positif' THEN 1 ELSE 0 END) as positif"),
+            ->when($wisata && $wisata != 'Semua Destinasi', fn($q) => $q->where('wisata', $wisata))
-            DB::raw("SUM(CASE WHEN sentimen = 'Negatif' THEN 1 ELSE 0 END) as negatif"),
+            ->groupBy('sentimen')
-            DB::raw("SUM(CASE WHEN sentimen = 'Netral' THEN 1 ELSE 0 END) as netral")
+            ->orderByRaw("FIELD(sentimen, 'Positif', 'Negatif', 'Netral')")
-        )
+            ->get()
-        ->when($wisata && $wisata != 'Semua Destinasi', function ($q) use ($wisata) {
+        : collect();
-            $q->where('wisata', $wisata);
-        })
-        ->groupBy('wisata')
 
-        ->get()
+    $chartDestinasi = $hasAnalisis
-    : collect();
+        ? DB::table('hasil_analisis')
-
+            ->select(
-        // =============================
+                'wisata',
-        // TOTAL DATA PER DESTINASI (DARI ULASAN)
+                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"),
-        $totalPerWisata = DB::table('ulasan')
+                DB::raw("SUM(CASE WHEN sentimen = 'Netral'  THEN 1 ELSE 0 END) as netral")
-            ->select('wisata', DB::raw('count(*) as total'))
+            )
+            ->when($periodeId, fn($q) => $q->where('periode_id', $periodeId))
+            ->when($wisata && $wisata != 'Semua Destinasi', fn($q) => $q->where('wisata', $wisata))
             ->groupBy('wisata')
-            ->get();
+            ->get()
+        : collect();
 
-        // =============================
+    // ================================================================
-        // WORD CLOUD (DARI PREPROCESSING)
+    // TOTAL PER DESTINASI + WORD CLOUD + LAST UPDATE
-        // =============================
+    // ================================================================
-        $texts = DB::table('preprocessing_data')->pluck('stemming')->toArray();
+    $totalPerWisata = DB::table('ulasan')
-        $allText = count($texts) > 0 ? implode(' ', $texts) : '';
+        ->select('wisata', DB::raw('count(*) as total'))
+        ->when($periodeId, fn($q) => $q->where('periode_id', $periodeId))
+        ->groupBy('wisata')
+        ->get();
 
-        // =============================
+    $texts   = DB::table('hasil_analisis')
-        // LAST UPDATE
+    ->when($periodeId, fn($q) => $q->where('periode_id', $periodeId))
-        // =============================
+    ->pluck('ulasan_bersih')
-        $lastUpdate = DB::table('hasil_analisis')
+    ->toArray();
-            ->latest('created_at')
+    $allText = count($texts) > 0 ? implode(' ', $texts) : '';
-            ->value('created_at');
 
-                $destinasiList = DB::table('ulasan')
+    $lastUpdate  = DB::table('hasil_analisis')
-    ->select('wisata')
+        ->when($periodeId, fn($q) => $q->where('periode_id', $periodeId))
-    ->distinct()
+        ->latest('created_at')->value('created_at');
-    ->pluck('wisata');
 
-$hasil = DB::table('hasil_analisis')
+    $destinasiList = DB::table('ulasan')
-    ->when($wisata && $wisata != 'Semua Destinasi', function ($q) use ($wisata) {
+        ->when($periodeId, fn($q) => $q->where('periode_id', $periodeId))
-        $q->where('wisata', $wisata);
+        ->select('wisata')->distinct()->pluck('wisata');
-    })
-    ->paginate(10);
 
-       return view('dashboard', compact(
+    $hasil = DB::table('hasil_analisis')
-    'stats',
+        ->when($periodeId, fn($q) => $q->where('periode_id', $periodeId))
-    'chartSentimen',
+        ->when($wisata && $wisata != 'Semua Destinasi', fn($q) => $q->where('wisata', $wisata))
-    'chartDestinasi',
+        ->paginate(10);
-    'totalPerWisata',
+
-    'allText',
+    // ================================================================
-    'lastUpdate',
+    // REKOMENDASI
-    'hasAnalisis',
+    // ================================================================
-    'destinasiList', // WAJIB
+    $ulasanNegatif = DB::table('hasil_analisis')
-    'hasil', 
+        ->where('sentimen', 'Negatif')
-    'evaluasi'  // WAJIB
+        ->when($periodeId, fn($q) => $q->where('periode_id', $periodeId))
-));
+        ->when($destinasi && $destinasi != 'Semua Destinasi', fn($q) => $q->where('wisata', $destinasi))
+        ->pluck('ulasan_bersih')
+        ->toArray();
+
+    $textRek  = strtolower(implode(' ', $ulasanNegatif));
+    $wordsRek = array_filter(preg_split('/\s+/', $textRek));
+
+    $issueSkor = [];
+    foreach ($this->issueRules as $kategori => $rule) {
+        $skor = 0;
+        foreach ($rule['keywords'] as $kw) {
+            $skor += substr_count($textRek, $kw);
+        }
+        $issueSkor[$kategori] = $skor;
     }
+    arsort($issueSkor);
+    $totalSkorIsu = array_sum($issueSkor) ?: 1;
+
+    $isuUtama = [];
+    foreach (array_slice($issueSkor, 0, 5, true) as $nama => $skor) {
+        $isuUtama[] = [
+            'nama'   => $nama,
+            'skor'   => $skor,
+            'persen' => round(($skor / $totalSkorIsu) * 100),
+            'color'  => $this->issueRules[$nama]['color'],
+            'icon'   => $this->issueRules[$nama]['icon'],
+        ];
+    }
+
+    $stopwords = [
+        'yang','dan','di','ke','dari','untuk','dengan','ini','itu','tidak',
+        'ada','juga','sangat','lebih','sudah','bisa','tapi','karena','pada',
+        'akan','atau','saya','kami','mereka','nya','ga','gak','udah','pas',
+        'kita','sih','deh','aja','ya','yg','tp','bgt','jadi','biar','kalau',
+    ];
+    $freq = array_count_values($wordsRek);
+    foreach ($stopwords as $sw) { unset($freq[$sw]); }
+    foreach (array_keys($freq) as $w) {
+        if (mb_strlen($w) < 3) unset($freq[$w]);
+    }
+    arsort($freq);
+    $kataDominan = array_slice($freq, 0, 10, true);
+
+    $saranPerbaikan = [];
+    foreach (array_slice($issueSkor, 0, 3, true) as $nama => $skor) {
+        $saranPerbaikan[] = [
+            'nama' => 'Perbaikan ' . $nama,
+            'tip'  => $this->issueRules[$nama]['saran']['tip'],
+            'icon' => $this->issueRules[$nama]['icon'],
+        ];
+    }
+
+    $prioritas = [];
+    $rank = 1;
+    foreach (array_slice($issueSkor, 0, 3, true) as $nama => $skor) {
+        $prioritas[] = [
+            'rank'    => $rank++,
+            'nama'    => $nama,
+            'icon'    => $this->issueRules[$nama]['icon'],
+            'actions' => $this->issueRules[$nama]['saran']['actions'],
+            'dampak'  => $this->issueRules[$nama]['saran']['dampak'],
+            'color'   => $this->issueRules[$nama]['color'],
+        ];
+    }
+
+    $positifRek = DB::table('hasil_analisis')
+        ->where('sentimen', 'Positif')
+        ->when($periodeId, fn($q) => $q->where('periode_id', $periodeId))
+        ->when($destinasi && $destinasi != 'Semua Destinasi', fn($q) => $q->where('wisata', $destinasi))
+        ->count();
+
+    $negatifRek = DB::table('hasil_analisis')
+        ->where('sentimen', 'Negatif')
+        ->when($periodeId, fn($q) => $q->where('periode_id', $periodeId))
+        ->when($destinasi && $destinasi != 'Semua Destinasi', fn($q) => $q->where('wisata', $destinasi))
+        ->count();
+
+    $totalSentimenRek = DB::table('hasil_analisis')
+        ->when($periodeId, fn($q) => $q->where('periode_id', $periodeId))
+        ->when($destinasi && $destinasi != 'Semua Destinasi', fn($q) => $q->where('wisata', $destinasi))
+        ->count() ?: 1;
+
+    $totalNegatif    = $negatifRek;
+    $persenNegatif   = round(($negatifRek / $totalSentimenRek) * 100, 2);
+    $tingkatKepuasan = round(($positifRek / $totalSentimenRek) * 100);
+    $labelKepuasan   = match(true) {
+        $tingkatKepuasan >= 80 => 'Baik',
+        $tingkatKepuasan >= 60 => 'Sedang',
+        default                => 'Kurang',
+    };
+    $isuDominan       = $isuUtama[0]['nama']   ?? '-';
+    $isuDominanPersen = $isuUtama[0]['persen'] ?? 0;
+
+    // ================================================================
+    // RETURN VIEW
+    // ================================================================
+    return view('dashboard', compact(
+        'stats',
+        'chartSentimen',
+        'chartDestinasi',
+        'totalPerWisata',
+        'allText',
+        'lastUpdate',
+        'hasAnalisis',
+        'destinasiList',
+        'hasil',
+        'evaluasi',
+        'totalNegatif',
+        'persenNegatif',
+        'tingkatKepuasan',
+        'labelKepuasan',
+        'isuUtama',
+        'isuDominan',
+        'isuDominanPersen',
+        'kataDominan',
+        'saranPerbaikan',
+        'prioritas',
+        'periodeList',    // ← tambahan
+        'periodeAktif',   // ← tambahan
+    ));
+}
 }

app/Http/Controllers/RekomendasiController.php

@@ -8,65 +8,208 @@
 
 class RekomendasiController extends Controller
 {
+    /**
+     * Rule-based: mapping kategori isu ke keyword terkait
+     */
+    private array $issueRules = [
+        'Kebersihan' => [
+            'keywords' => ['kotor', 'sampah', 'bersih', 'jorok', 'kumuh', 'toilet', 'wc', 'kamar mandi', 'limbah', 'bau'],
+            'color'    => 'red',
+            'icon'     => '🧹',
+            'saran'    => [
+                'actions' => ['Tambah tempat sampah', 'Jadwal pembersihan rutin', 'Petugas kebersihan tambahan'],
+                'dampak'  => 'Kepuasan meningkat signifikan',
+                'tip'     => 'Tambah tempat sampah & jadwal pembersihan rutin.',
+            ],
+        ],
+        'Parkir' => [
+            'keywords' => ['parkir', 'lahan parkir', 'tempat parkir', 'parkiran', 'motor', 'mobil'],
+            'color'    => 'orange',
+            'icon'     => '🚗',
+            'saran'    => [
+                'actions' => ['Penataan area parkir', 'Tarif transparan', 'Petugas lebih ramah'],
+                'dampak'  => 'Mengurangi keluhan',
+                'tip'     => 'Sistem parkir lebih rapi dan transparan.',
+            ],
+        ],
+        'Harga / Tiket' => [
+            'keywords' => ['mahal', 'harga', 'tiket', 'bayar', 'biaya', 'tarif', 'murah', 'terjangkau'],
+            'color'    => 'yellow',
+            'icon'     => '🎟️',
+            'saran'    => [
+                'actions' => ['Evaluasi harga tiket', 'Promo wisata', 'Diskon tertentu'],
+                'dampak'  => 'Daya tarik meningkat',
+                'tip'     => 'Penyesuaian harga tiket agar lebih terjangkau.',
+            ],
+        ],
+        'Fasilitas' => [
+            'keywords' => ['fasilitas', 'gazebo', 'warung', 'kantin', 'kamar ganti', 'musholla', 'wifi', 'bangku', 'kursi'],
+            'color'    => 'green',
+            'icon'     => '🏗️',
+            'saran'    => [
+                'actions' => ['Perbaiki fasilitas rusak', 'Tambah fasilitas umum', 'Perawatan berkala'],
+                'dampak'  => 'Kenyamanan pengunjung meningkat',
+                'tip'     => 'Fasilitas lengkap & terawat meningkatkan kepuasan.',
+            ],
+        ],
+        'Keramaian' => [
+            'keywords' => ['ramai', 'macet', 'antri', 'sesak', 'penuh', 'padat', 'berdesakan'],
+            'color'    => 'blue',
+            'icon'     => '👥',
+            'saran'    => [
+                'actions' => ['Atur kapasitas pengunjung', 'Sistem antrean', 'Jam kunjungan fleksibel'],
+                'dampak'  => 'Pengalaman pengunjung lebih nyaman',
+                'tip'     => 'Manajemen kapasitas pengunjung lebih baik.',
+            ],
+        ],
+    ];
+
     public function index(Request $request)
     {
-        // dropdown destinasi unik
+        // --- 1. Dropdown destinasi ---
-        $destinasiList = HasilAnalisis::select('wisata')
+        $destinasiList = DB::table('hasil_analisis')
+            ->select('wisata')
             ->distinct()
             ->pluck('wisata');
 
-        // query utama
+        // --- 2. Query dengan filter destinasi ---
-        $query = HasilAnalisis::query();
+        $queryAll    = HasilAnalisis::query();
+        $queryFilter = HasilAnalisis::query();
 
-        // filter destinasi jika dipilih
         if ($request->filled('destinasi')) {
-            $query->where('wisata', $request->destinasi);
+            $queryFilter->where('wisata', $request->destinasi);
         }
 
-        // ambil ulasan negatif
+        // --- 3. Hitung total & sentimen ---
-        $negatif = $query->where('sentimen', 'negatif')
+        $totalUlasan   = $queryFilter->count();
-            ->pluck('ulasan_terolah')
+        $totalNegatif  = (clone $queryFilter)->where('sentimen', 'negatif')->count();
+        $totalPositif  = (clone $queryFilter)->where('sentimen', 'positif')->count();
+        $totalNetral   = (clone $queryFilter)->where('sentimen', 'netral')->count();
+
+        $persenNegatif     = $totalUlasan > 0 ? round(($totalNegatif / $totalUlasan) * 100, 2) : 0;
+        $tingkatKepuasan   = $totalUlasan > 0 ? round(($totalPositif / $totalUlasan) * 100) : 0;
+
+        // Label kepuasan
+        $labelKepuasan = match(true) {
+            $tingkatKepuasan >= 80 => 'Baik',
+            $tingkatKepuasan >= 60 => 'Sedang',
+            default                => 'Kurang',
+        };
+
+        // --- 4. Ambil ulasan negatif & bersihkan teks ---
+        $ulasanNegatif = (clone $queryFilter)
+            ->where('sentimen', 'negatif')
+            ->pluck('ulasan_bersih')   // gunakan kolom yang sudah dipreproses
             ->toArray();
 
-        // gabungkan semua ulasan jadi 1 string
+        $text  = strtolower(implode(' ', $ulasanNegatif));
-        $text = strtolower(implode(" ", $negatif));
+        $words = array_filter(preg_split('/\s+/', $text));
 
-        // token kata sederhana
+        // --- 5. Rule-based: hitung skor tiap kategori isu ---
-        $words = array_filter(explode(" ", $text));
+        $issueSkor  = [];
+        $issueWords = [];  // kata dominan per kategori
+
+        foreach ($this->issueRules as $kategori => $rule) {
+            $skor       = 0;
+            $matchWords = [];
+
+            foreach ($rule['keywords'] as $kw) {
+                $count = substr_count($text, $kw);
+                if ($count > 0) {
+                    $skor += $count;
+                    $matchWords[$kw] = $count;
+                }
+            }
+
+            $issueSkor[$kategori]  = $skor;
+            $issueWords[$kategori] = $matchWords;
+        }
+
+        // Urutkan berdasarkan skor tertinggi
+        arsort($issueSkor);
+
+        $totalSkorIsu = array_sum($issueSkor) ?: 1; // hindari division by zero
+
+        // --- 6. Isu utama (top 5) dengan persentase ---
+        $isuUtama = [];
+        foreach (array_slice($issueSkor, 0, 5, true) as $nama => $skor) {
+            $isuUtama[] = [
+                'nama'    => $nama,
+                'skor'    => $skor,
+                'persen'  => round(($skor / $totalSkorIsu) * 100),
+                'color'   => $this->issueRules[$nama]['color'],
+                'icon'    => $this->issueRules[$nama]['icon'],
+            ];
+        }
+
+        // --- 7. Isu dominan (ranking 1) ---
+        $isuDominan     = $isuUtama[0]['nama']   ?? 'Belum ada isu';
+        $isuDominanPersen = $isuUtama[0]['persen'] ?? 0;
+
+        // --- 8. Kata kunci dominan (global, top 10, filter stopword) ---
+        $stopwords = [
+            'yang', 'dan', 'di', 'ke', 'dari', 'untuk', 'dengan',
+            'ini', 'itu', 'tidak', 'ada', 'juga', 'sangat', 'lebih',
+            'sudah', 'bisa', 'tapi', 'karena', 'pada', 'akan', 'atau',
+            'saya', 'kami', 'mereka', 'nya', 'ga', 'gak', 'udah', 'pas',
+            'kita', 'sih', 'deh', 'aja', 'ya', 'yg', 'tp', 'bgt',
+        ];
 
-        // hitung frekuensi kata
         $freq = array_count_values($words);
+        foreach ($stopwords as $sw) {
+            unset($freq[$sw]);
+        }
+        // filter kata pendek (< 3 karakter)
+        foreach (array_keys($freq) as $w) {
+            if (mb_strlen($w) < 3) unset($freq[$w]);
+        }
 
-        // urutkan kata paling sering
         arsort($freq);
+        $kataDominan = array_slice($freq, 0, 10, true);
 
-        // ambil top 5 keyword
+        // --- 9. Prioritas rekomendasi (top 3 isu) ---
-        $topKeywords = array_slice(array_keys($freq), 0, 5);
+        $prioritas = [];
+        $rank       = 1;
+        foreach (array_slice($issueSkor, 0, 3, true) as $nama => $skor) {
+            $prioritas[] = [
+                'rank'    => $rank++,
+                'nama'    => $nama,
+                'icon'    => $this->issueRules[$nama]['icon'],
+                'actions' => $this->issueRules[$nama]['saran']['actions'],
+                'dampak'  => $this->issueRules[$nama]['saran']['dampak'],
+                'color'   => $this->issueRules[$nama]['color'],
+            ];
+        }
 
-        // buat output card
+        // --- 10. Saran perbaikan (top 3) ---
-        $isuUtama = $topKeywords[0] ?? "Belum ada isu";
+        $saranPerbaikan = [];
-        $kataDominan = implode(", ", $topKeywords);
+        foreach (array_slice($issueSkor, 0, 3, true) as $nama => $skor) {
+            $saranPerbaikan[] = [
+                'nama' => 'Perbaikan ' . $nama,
+                'tip'  => $this->issueRules[$nama]['saran']['tip'],
+                'icon' => $this->issueRules[$nama]['icon'],
+            ];
+        }
 
-        // saran otomatis sederhana
+        // --- 11. Filter destinasi yang sedang aktif ---
-        $saran = "Perlu peningkatan layanan terkait: " . $isuUtama;
+        $destinasiAktif = $request->input('destinasi', 'Semua Destinasi');
 
-        $destinasiList = DB::table('hasil_analisis')
+        return view('rekomendasi.index', compact(
-    ->select('wisata')
+            'destinasiList',
-    ->distinct()
+            'destinasiAktif',
-    ->pluck('wisata');
+            'totalUlasan',
-
+            'totalNegatif',
-
+            'totalPositif',
-        return view('dashboard', compact(
+            'totalNetral',
-    'stats',
+            'persenNegatif',
-    'chartSentimen',
+            'tingkatKepuasan',
-    'chartDestinasi',
+            'labelKepuasan',
-    'totalPerWisata',
+            'isuUtama',
-    'allText',
+            'isuDominan',
-    'lastUpdate',
+            'isuDominanPersen',
-    'hasAnalisis',
+            'kataDominan',
-    'wisataList',
+            'saranPerbaikan',
-    'hasil',
+            'prioritas',
-    'destinasiList' // ✅ TAMBAH INI
+        ));
-));
     }
 }

app/Http/Controllers/UlasanController.php

@@ -12,6 +12,7 @@ class UlasanController extends Controller
 {
     public function index(Request $request)
     {
+         $periodeList = DB::table('periode_analisis')->orderBy('id', 'desc')->get();
         $query = Ulasan::query();
 
         // 🔍 SEARCH (ulasan + wisata)
@@ -29,87 +30,116 @@ public function index(Request $request)
             $query->where('wisata', 'LIKE', '%' . $request->wisata . '%');
         }
 
-        $mentah = $query->latest()->paginate(20)->withQueryString();
+        // ← filter periode
-
+         if ($request->filled('periode_id')) {
-        // OPTIONAL
+        $query->where('periode_id', $request->periode_id);
-        $preprocessing = PreprocessingData::latest()->paginate(30, ['*'], 'pre_page');
-
-        // 🔥 RINGKASAN DATA
-        $totalUlasan = Ulasan::count();
-        $totalWisata = Ulasan::distinct('wisata')->count('wisata');
-        $lastUpdate = \App\Models\Ulasan::latest()->value('created_at');
-
-        return view('ulasan.index', compact(
-            'mentah',
-            'preprocessing',
-            'totalUlasan',
-            'totalWisata',
-            'lastUpdate'
-        ));
-    }
-
-    public function upload(Request $request)
-    {
-        $request->validate([
-            'file' => 'required|mimes:csv,txt,xlsx,xls|max:10240'
-        ]);
-
-        $file = $request->file('file');
-        $extension = strtolower($file->getClientOriginalExtension());
-
-        if (in_array($extension, ['xlsx', 'xls'])) {
-
-            $data = Excel::toArray(null, $file);
-            $rows = $data[0] ?? [];
-            unset($rows[0]);
-
-            foreach ($rows as $row) {
-                if (empty($row) || count($row) < 4) continue;
-
-                DB::table('ulasan')->insert([
-                    'wisata' => $row[0] ?? null,
-                    'rating' => isset($row[1]) ? (float) $row[1] : 0,
-                    'ulasan' => $row[2] ?? '',
-                    'tanggal' => isset($row[3]) ? date('Y-m-d H:i:s', strtotime($row[3])) : now(),
-                    'sentimen' => null,
-                    'reviewer' => 'anonymous',
-                    'created_at' => now(),
-                    'updated_at' => now(),
-                ]);
-            }
-        } else {
-
-            $data = array_map(fn($line) => str_getcsv($line, ';'), file($file));
-            unset($data[0]);
-
-            foreach ($data as $row) {
-                if (empty($row) || count($row) < 4) continue;
-
-                DB::table('ulasan')->insert([
-                    'wisata' => $row[0] ?? null,
-                    'rating' => isset($row[1]) ? (float) $row[1] : 0,
-                    'ulasan' => $row[2] ?? '',
-                    'tanggal' => isset($row[3]) ? date('Y-m-d H:i:s', strtotime($row[3])) : now(),
-                    'sentimen' => null,
-                    'reviewer' => 'anonymous',
-                    'created_at' => now(),
-                    'updated_at' => now(),
-                ]);
-            }
         }
 
-        return redirect()->route('ulasan.index')
+        $mentah = $query->orderBy('tanggal', 'desc')->paginate(20)->withQueryString();
-            ->with('success', 'Upload berhasil dan data masuk!');
+
+        // OPTIONAL
+        $preprocessing = PreprocessingData::latest()->paginate(20, ['*'], 'pre_page');
+
+        // 🔥 RINGKASAN DATA
+       
+    $totalUlasan = Ulasan::when($request->filled('periode_id'), fn($q) => $q->where('periode_id', $request->periode_id))->count();
+    $totalWisata = Ulasan::when($request->filled('periode_id'), fn($q) => $q->where('periode_id', $request->periode_id))->distinct('wisata')->count('wisata');
+    $lastUpdate  = Ulasan::when($request->filled('periode_id'), fn($q) => $q->where('periode_id', $request->periode_id))->latest()->value('created_at');
+
+    return view('ulasan.index', compact(
+        'mentah',
+        'totalUlasan',
+        'totalWisata',
+        'lastUpdate',
+        'periodeList'
+    ));
     }
 
-    public function analisisData()
+   public function upload(Request $request)
-    {
+{
-        $pythonPath = '"C:\\Users\\Mufrida Farah\\AppData\\Local\\Programs\\Python\\Python312\\python.exe"';
+    $request->validate([
-        $scriptPath = '"C:\\laragon\\www\\Sentara\\scraper\\preprocessing.py"';
+        'file' => 'required|mimes:csv,txt,xlsx,xls|max:10240'
+    ]);
 
-        shell_exec($pythonPath . " " . $scriptPath . " 2>&1");
+    // ✅ OTOMATIS BUAT / AMBIL PERIODE BULAN INI
+    $bulan = now()->month;
+    $tahun = now()->year;
+    $namaBulan = now()->translatedFormat('F Y'); // contoh: "Mei 2026"
 
-        return redirect()->route('ulasan.index')
+    $periode = DB::table('periode_analisis')
-            ->with('success', 'Analisis berhasil dijalankan');
+        ->where('bulan', $bulan)
+        ->where('tahun', $tahun)
+        ->first();
+
+    if (!$periode) {
+        $periodeId = DB::table('periode_analisis')->insertGetId([
+            'nama'       => $namaBulan,
+            'bulan'      => $bulan,
+            'tahun'      => $tahun,
+            'created_at' => now(),
+        ]);
+    } else {
+        $periodeId = $periode->id;
     }
+
+    // ✅ PROSES FILE
+    $file = $request->file('file');
+    $extension = strtolower($file->getClientOriginalExtension());
+
+    if (in_array($extension, ['xlsx', 'xls'])) {
+        $data = Excel::toArray(null, $file);
+        $rows = $data[0] ?? [];
+        unset($rows[0]);
+
+        foreach ($rows as $row) {
+            if (empty($row) || count($row) < 4) continue;
+
+            DB::table('ulasan')->insert([
+                'wisata'      => $row[0] ?? null,
+                'rating'      => isset($row[1]) ? (float) $row[1] : 0,
+                'ulasan'      => $row[2] ?? '',
+                'tanggal'     => isset($row[3]) ? date('Y-m-d H:i:s', strtotime($row[3])) : now(),
+                'sentimen'    => null,
+                'reviewer'    => 'anonymous',
+                'periode_id'  => $periodeId,  // ← tag periode
+                'created_at'  => now(),
+                'updated_at'  => now(),
+            ]);
+        }
+    } else {
+        $data = array_map(fn($line) => str_getcsv($line, ';'), file($file));
+        unset($data[0]);
+
+        foreach ($data as $row) {
+            if (empty($row) || count($row) < 4) continue;
+
+            DB::table('ulasan')->insert([
+                'wisata'      => $row[0] ?? null,
+                'rating'      => isset($row[1]) ? (float) $row[1] : 0,
+                'ulasan'      => $row[2] ?? '',
+                'tanggal'     => isset($row[3]) ? date('Y-m-d H:i:s', strtotime($row[3])) : now(),
+                'sentimen'    => null,
+                'reviewer'    => 'anonymous',
+                'periode_id'  => $periodeId,  // ← tag periode
+                'created_at'  => now(),
+                'updated_at'  => now(),
+            ]);
+        }
+    }
+
+    return redirect()->route('ulasan.index')
+        ->with('success', 'Upload berhasil! Data masuk ke periode ' . $namaBulan);
+}
+
+   public function analisisData()
+{
+    $pythonPath = "C:\\Users\\Mufrida Farah\\AppData\\Local\\Programs\\Python\\Python312\\python.exe";
+    $scriptPath = base_path('scraper/analisis.py');
+
+    $command = "\"$pythonPath\" \"$scriptPath\" 2>&1";
+    $output = shell_exec($command);
+
+    return redirect()->route('analisis.index')
+        ->with('success', 'Analisis berhasil dijalankan');
+}
 }

app/Models/EvaluasiModel.php

@@ -0,0 +1,21 @@
+<?php
+
+namespace App\Models;
+
+use Illuminate\Database\Eloquent\Model;
+
+class EvaluasiModel extends Model
+{
+    protected $table = 'evaluasi_model';
+
+    protected $fillable = [
+        'precision',
+        'recall',
+        'f1_score',
+        'accuracy',
+        'tp',
+        'tn',
+        'fp',
+        'fn'
+    ];
+}

app/Models/HasilAnalisis.php

@@ -2,18 +2,17 @@
 
 namespace App\Models;
 
-use Illuminate\Database\Eloquent\Factories\HasFactory;
 use Illuminate\Database\Eloquent\Model;
 
 class HasilAnalisis extends Model
 {
-    use HasFactory;
-
     protected $table = 'hasil_analisis';
 
     protected $fillable = [
         'wisata',
-        'ulasan_terolah',
+        'ulasan_asli',        // ← fix dari ulasan_terolah
+        'ulasan_bersih',      // ← tambah ini
+        'hasil_preprocessing',
         'sentimen',
         'probabilitas'
     ];

app/Providers/AppServiceProvider.php

@@ -21,6 +21,7 @@ public function register(): void
     public function boot(): void
     {
            Paginator::useTailwind();
+           \Carbon\Carbon::setLocale('id');
         //
     }
 }

config/app.php

@@ -65,7 +65,7 @@
     |
     */
 
-    'timezone' => 'UTC',
+    'timezone' => 'Asia/Jakarta',
 
     /*
     |--------------------------------------------------------------------------

resources/views/analisis/index.blade.php

@@ -8,9 +8,6 @@
                 Berikut adalah hasil evaluasi model dan detail analisis sentimen terhadap ulasan wisata.
             </p>
         </div>
-        <!-- <div class="text-sm text-gray-500">
-            {{ now()->format('d F Y - H:i') }}
-        </div> -->
     </div>
 
     {{-- ================= METRICS ================= --}}
@@ -19,28 +16,28 @@
         <div class="bg-white p-5 rounded-xl shadow">
             <p class="text-gray-500 text-sm">Precision</p>
             <h3 class="text-2xl font-bold text-blue-600">
-                {{ $evaluasi->precision ?? 0 }}
+                {{ number_format($evaluasi->precision ?? 0, 2) }}
             </h3>
         </div>
 
         <div class="bg-white p-5 rounded-xl shadow">
             <p class="text-gray-500 text-sm">Recall</p>
             <h3 class="text-2xl font-bold text-green-600">
-                {{ $evaluasi->recall ?? 0 }}
+                {{ number_format($evaluasi->recall ?? 0, 2) }}
             </h3>
         </div>
 
         <div class="bg-white p-5 rounded-xl shadow">
             <p class="text-gray-500 text-sm">F1 Score</p>
             <h3 class="text-2xl font-bold text-purple-600">
-                {{ $evaluasi->f1_score ?? 0 }}
+                {{ number_format($evaluasi->f1_score ?? 0, 2) }}
             </h3>
         </div>
 
         <div class="bg-white p-5 rounded-xl shadow">
             <p class="text-gray-500 text-sm">Akurasi</p>
             <h3 class="text-2xl font-bold text-indigo-600">
-                {{ $evaluasi->accuracy ?? 0 }}
+                {{ number_format($evaluasi->accuracy ?? 0, 2) }}
             </h3>
         </div>
 
@@ -66,8 +63,8 @@
                     <tr>
                         <th class="bg-gray-50">Positif</th>
                         <td class="bg-green-100">{{ $evaluasi->tp ?? 0 }}</td>
-                        <td class="bg-red-100">{{ $evaluasi->fn ?? 0 }}</td>
+                        <td class="bg-red-100">{{ $evaluasi->fp ?? 0 }}</td>
-                        <td class="bg-yellow-100">0</td>
+                        <td class="bg-yellow-100">{{ $evaluasi->fn ?? 0 }}</td>
                     </tr>
                     <tr>
                         <th class="bg-gray-50">Negatif</th>
@@ -96,29 +93,28 @@
                         <th>Precision</th>
                         <th>Recall</th>
                         <th>F1</th>
-                        <th>Support</th>
                     </tr>
                 </thead>
                 <tbody>
                     <tr>
                         <td class="text-green-600 font-semibold">Positif</td>
-                        <td>{{ $evaluasi->precision ?? 0 }}</td>
+                        <td>{{ number_format($evaluasi->precision ?? 0, 2) }}</td>
-                        <td>{{ $evaluasi->recall ?? 0 }}</td>
+                        <td>{{ number_format($evaluasi->recall ?? 0, 2) }}</td>
-                        <td>{{ $evaluasi->f1_score ?? 0 }}</td>
+                        <td>{{ number_format($evaluasi->f1_score ?? 0, 2) }}</td>
                         <td>-</td>
                     </tr>
                     <tr>
                         <td class="text-red-600 font-semibold">Negatif</td>
-                        <td>{{ $evaluasi->precision ?? 0 }}</td>
+                        <td>{{ number_format($evaluasi->precision ?? 0, 2) }}</td>
-                        <td>{{ $evaluasi->recall ?? 0 }}</td>
+                        <td>{{ number_format($evaluasi->recall ?? 0, 2) }}</td>
-                        <td>{{ $evaluasi->f1_score ?? 0 }}</td>
+                        <td>{{ number_format($evaluasi->f1_score ?? 0, 2) }}</td>
                         <td>-</td>
                     </tr>
                     <tr>
                         <td class="text-yellow-600 font-semibold">Netral</td>
-                        <td>{{ $evaluasi->precision ?? 0 }}</td>
+                        <td>{{ number_format($evaluasi->precision ?? 0, 2) }}</td>
-                        <td>{{ $evaluasi->recall ?? 0 }}</td>
+                        <td>{{ number_format($evaluasi->recall ?? 0, 2) }}</td>
-                        <td>{{ $evaluasi->f1_score ?? 0 }}</td>
+                        <td>{{ number_format($evaluasi->f1_score ?? 0, 2) }}</td>
                         <td>-</td>
                     </tr>
                 </tbody>
@@ -128,25 +124,23 @@
     </div>
 
     {{-- ================= FILTER ================= --}}
-  <form id="filter-form" class="flex items-center gap-3">
+    <form id="filter-form" class="flex items-center gap-3">
 
-    <input type="hidden" name="tab" value="analisis">
+        <input type="hidden" name="tab" value="analisis">
 
-    <select name="wisata" class="border rounded px-3 py-2">
+        <select name="wisata" class="border rounded px-3 py-2">
-        <option value="">Semua Destinasi</option>
+            <option value="">Semua Destinasi</option>
+            <option value="Pantai Papuma"                  {{ request('wisata') == 'Pantai Papuma'                  ? 'selected' : '' }}>Pantai Papuma</option>
+            <option value="Pantai Watu Ulo"                {{ request('wisata') == 'Pantai Watu Ulo'                ? 'selected' : '' }}>Pantai Watu Ulo</option>
+            <option value="Teluk Love"                     {{ request('wisata') == 'Teluk Love'                     ? 'selected' : '' }}>Teluk Love</option>
+            <option value="Wisata Kebun Teh Gunung Gambir" {{ request('wisata') == 'Wisata Kebun Teh Gunung Gambir' ? 'selected' : '' }}>Wisata Kebun Teh Gunung Gambir</option>
+        </select>
 
-        @foreach($destinasiList as $d)
+        <button type="submit" class="bg-blue-600 text-white px-4 py-2 rounded">
-            <option value="{{ $d }}" {{ request('wisata') == $d ? 'selected' : '' }}>
+            Filter
-                {{ $d }}
+        </button>
-            </option>
-        @endforeach
-    </select>
 
-    <button type="submit" class="bg-blue-600 text-white px-4 py-2 rounded">
+    </form>
-        Filter
-    </button>
-
-</form>
 
     {{-- ================= TABLE ================= --}}
     <div class="bg-white rounded-xl shadow p-4">
@@ -158,102 +152,100 @@
                 <tr>
                     <th>No</th>
                     <th>Wisata</th>
-                    <th>Ulasan</th>
+                    <th>Ulasan Asli</th>
+                    <th>Ulasan Bersih</th>
                     <th>Sentimen</th>
                     <th>Probabilitas</th>
                 </tr>
             </thead>
 
             <tbody>
-                @forelse($hasil as $index => $item)
+                @forelse($hasil as $item)
                     <tr class="border-b">
-                        <td>{{ $loop->iteration }}</td>
+                        <td>{{ ($hasil->currentPage() - 1) * $hasil->perPage() + $loop->iteration }}</td>
                         <td>{{ $item->wisata }}</td>
-                        <td>{{ Str::limit($item->ulasan_terolah, 80) }}</td>
+                        <td class="text-gray-500">{{ Str::limit($item->ulasan_asli ?? '-', 80) }}</td>
-
+                        <td>{{ Str::limit($item->hasil_preprocessing ?? '-', 80) }}</td>
                         <td>
-                            <span class="
+                            <span class="px-2 py-1 rounded text-xs
-                                px-2 py-1 rounded text-xs
+                                {{ strtolower($item->sentimen) == 'positif' ? 'bg-green-100 text-green-600' : '' }}
-                                {{ $item->sentimen == 'Positif' ? 'bg-green-100 text-green-600' : '' }}
+                                {{ strtolower($item->sentimen) == 'negatif' ? 'bg-red-100 text-red-600' : '' }}
-                                {{ $item->sentimen == 'Negatif' ? 'bg-red-100 text-red-600' : '' }}
+                                {{ strtolower($item->sentimen) == 'netral'  ? 'bg-yellow-100 text-yellow-600' : '' }}
-                                {{ $item->sentimen == 'Netral' ? 'bg-yellow-100 text-yellow-600' : '' }}
                             ">
-                                {{ $item->sentimen }}
+                                {{ ucfirst($item->sentimen) }}
                             </span>
                         </td>
-
+                        <td>{{ number_format($item->probabilitas ?? 0, 2) }}</td>
-                        <td>{{ $item->probabilitas ?? '-' }}</td>
                     </tr>
                 @empty
                     <tr>
-                        <td colspan="5" class="text-center py-4 text-gray-500">
+                        <td colspan="6" class="text-center py-4 text-gray-500">Tidak ada data</td>
-                            Tidak ada data
-                        </td>
                     </tr>
                 @endforelse
             </tbody>
         </table>
 
-        {{-- PAGINATION --}}
+        {{-- ================= PAGINATION ================= --}}
-        <div class="mt-6 flex items-center justify-between text-sm text-gray-500">
+        @if($hasil->hasPages())
+            @php
+                $current = $hasil->currentPage();
+                $last    = $hasil->lastPage();
+                $query   = http_build_query(request()->except('page'));
+                // Window 2 halaman kiri & kanan dari current
+                $window  = collect(range(max(1, $current - 2), min($last, $current + 2)));
+            @endphp
 
-    {{-- INFO --}}
+            <div class="mt-4 flex items-center justify-between text-sm text-gray-600">
-    <div>
-        Menampilkan {{ $hasil->firstItem() }} - {{ $hasil->lastItem() }} 
-        dari {{ $hasil->total() }} data
-    </div>
 
-    {{-- PAGINATION --}}
+                {{-- Info --}}
-    {{-- PAGINATION --}}
+                <p>Menampilkan {{ $hasil->firstItem() }} - {{ $hasil->lastItem() }} dari {{ $hasil->total() }} data</p>
-<div class="flex items-center gap-1">
 
-    {{-- PREV --}}
+                {{-- Tombol --}}
-    @if ($hasil->onFirstPage())
+                <div class="flex items-center gap-1">
-        <span class="px-3 py-1 rounded border text-gray-300">‹</span>
-    @else
-        <a href="{{ $hasil->appends(request()->query())->previousPageUrl() }}"
-           class="px-3 py-1 rounded border hover:bg-gray-100">‹</a>
-    @endif
 
-    {{-- PAGE NUMBERS --}}
+                    {{-- « --}}
-    @foreach ($hasil->getUrlRange(1, $hasil->lastPage()) as $page => $url)
+                    @if($hasil->onFirstPage())
+                        <span class="px-3 py-1 rounded border bg-gray-100 text-gray-400 cursor-not-allowed">&laquo;</span>
+                    @else
+                        <a href="{{ $hasil->previousPageUrl() }}&{{ $query }}" class="px-3 py-1 rounded border hover:bg-blue-50 text-blue-600">&laquo;</a>
+                    @endif
 
-        @php
+                    {{-- Halaman 1 (jika tidak ada di window) --}}
-            $query = request()->query();
+                    @if(!$window->contains(1))
-            $query['page'] = $page;
+                        <a href="{{ $hasil->url(1) }}&{{ $query }}" class="px-3 py-1 rounded border hover:bg-blue-50 text-blue-600">1</a>
-            $customUrl = url()->current() . '?' . http_build_query($query);
+                        @if($window->min() > 2)
-        @endphp
+                            <span class="px-2 py-1 text-gray-400">...</span>
+                        @endif
+                    @endif
 
-        @if ($page == $hasil->currentPage())
+                    {{-- Window --}}
-            <span class="px-3 py-1 rounded bg-blue-600 text-white">
+                    @foreach($window as $page)
-                {{ $page }}
+                        @if($page == $current)
-            </span>
+                            <span class="px-3 py-1 rounded border bg-blue-600 text-white font-semibold">{{ $page }}</span>
+                        @else
+                            <a href="{{ $hasil->url($page) }}&{{ $query }}" class="px-3 py-1 rounded border hover:bg-blue-50 text-blue-600">{{ $page }}</a>
+                        @endif
+                    @endforeach
 
-        @elseif ($page <= 3 || $page > $hasil->lastPage()-3 || abs($page - $hasil->currentPage()) <= 1)
+                    {{-- Halaman terakhir (jika tidak ada di window) --}}
+                    @if(!$window->contains($last))
+                        @if($window->max() < $last - 1)
+                            <span class="px-2 py-1 text-gray-400">...</span>
+                        @endif
+                        <a href="{{ $hasil->url($last) }}&{{ $query }}" class="px-3 py-1 rounded border hover:bg-blue-50 text-blue-600">{{ $last }}</a>
+                    @endif
 
-            <a href="{{ $customUrl }}"
+                    {{-- » --}}
-               class="px-3 py-1 rounded border hover:bg-gray-100">
+                    @if($hasil->hasMorePages())
-                {{ $page }}
+                        <a href="{{ $hasil->nextPageUrl() }}&{{ $query }}" class="px-3 py-1 rounded border hover:bg-blue-50 text-blue-600">&raquo;</a>
-            </a>
+                    @else
+                        <span class="px-3 py-1 rounded border bg-gray-100 text-gray-400 cursor-not-allowed">&raquo;</span>
+                    @endif
 
-        @elseif ($page == 4 || $page == $hasil->lastPage()-3)
+                </div>
-            <span class="px-2">...</span>
+            </div>
         @endif
 
-    @endforeach
-
-    {{-- NEXT --}}
-    @if ($hasil->hasMorePages())
-        <a href="{{ $hasil->appends(request()->query())->nextPageUrl() }}"
-           class="px-3 py-1 rounded border hover:bg-gray-100">›</a>
-    @else
-        <span class="px-3 py-1 rounded border text-gray-300">›</span>
-    @endif
-
-</div>
-
-</div>
-
     </div>
 
 </div>

resources/views/dashboard.blade.php

@@ -11,264 +11,243 @@
         </div>
     @endif
 
-<div x-data="{ tab: 'dashboard' }" class="mb-6">
+    {{-- DROPDOWN PERIODE --}}
-
+    <div class="flex items-center justify-between mb-4">
-    <!-- TAB -->
+        <div class="flex items-center gap-3">
-    <div class="bg-blue-700 rounded-xl p-1 flex space-x-2 shadow mb-6">
+            <span class="text-sm text-gray-600 font-medium">Periode Analisis:</span>
-
+            <form method="GET" action="{{ route('dashboard') }}" id="periode-form">
-        <button @click="tab='dashboard'"
+                <input type="hidden" name="tab" id="tab-hidden" value="{{ request('tab', 'dashboard') }}">
-            :class="tab==='dashboard' 
+                <input type="hidden" name="wisata" value="{{ request('wisata') }}">
-                ? 'bg-white text-blue-700 shadow' 
+                <input type="hidden" name="destinasi" value="{{ request('destinasi') }}">
-                : 'text-white hover:bg-blue-600'"
+                <select name="periode_id" onchange="document.getElementById('periode-form').submit()"
-            class="flex-1 py-3 rounded-lg text-sm font-medium transition">
+                    class="border rounded-lg px-3 py-2 text-sm bg-white shadow-sm">
-            Dashboard Sentara
+                    @foreach($periodeList as $p)
-        </button>
+                        <option value="{{ $p->id }}" {{ ($periodeAktif && $periodeAktif->id == $p->id) ? 'selected' : '' }}>
-
+                            {{ $p->nama }}
-        <button @click="tab='analisis'"
+                        </option>
-            :class="tab==='analisis' 
+                    @endforeach
-                ? 'bg-white text-blue-700 shadow' 
+                </select>
-                : 'text-white hover:bg-blue-600'"
+            </form>
-            class="flex-1 py-3 rounded-lg text-sm font-medium transition">
+        </div>
-            Hasil Analisis Sentimen
+        @if($periodeAktif)
-        </button>
+            <span class="text-xs text-gray-400">
-
+                Data dianalisis: {{ \Carbon\Carbon::parse($periodeAktif->created_at)->format('d M Y') }}
-        <button @click="tab='rekomendasi'"
+            </span>
-            :class="tab==='rekomendasi' 
+        @endif
-                ? 'bg-white text-blue-700 shadow' 
-                : 'text-white hover:bg-blue-600'"
-            class="flex-1 py-3 rounded-lg text-sm font-medium transition">
-            Rekomendasi Layanan
-        </button>
-
     </div>
 
-    <div x-show="tab === 'dashboard'">
+    <div x-data="{ tab: new URLSearchParams(window.location.search).get('tab') || 'dashboard' }" class="mb-6">
-    {{-- Statistik Cards --}}
-    <div class="grid grid-cols-1 md:grid-cols-4 gap-6 mb-8">
 
-        <div class="bg-white rounded-xl shadow p-5">
+        <!-- TAB -->
-            <p class="text-gray-500 text-sm">Total Ulasan</p>
+        <div class="bg-blue-700 rounded-xl p-1 flex space-x-2 shadow mb-6">
-            <h3 class="text-2xl font-bold mt-2 text-gray-900">
+            <button @click="tab='dashboard'; document.getElementById('tab-hidden').value='dashboard'"
-                {{ $stats['total'] }}
+                :class="tab==='dashboard' ? 'bg-white text-blue-700 shadow' : 'text-white hover:bg-blue-600'"
-            </h3>
+                class="flex-1 py-3 rounded-lg text-sm font-medium transition">
+                Dashboard Sentara
+            </button>
+            <button @click="tab='analisis'; document.getElementById('tab-hidden').value='analisis'"
+                :class="tab==='analisis' ? 'bg-white text-blue-700 shadow' : 'text-white hover:bg-blue-600'"
+                class="flex-1 py-3 rounded-lg text-sm font-medium transition">
+                Hasil Analisis Sentimen
+            </button>
+            <button @click="tab='rekomendasi'; document.getElementById('tab-hidden').value='rekomendasi'"
+                :class="tab==='rekomendasi' ? 'bg-white text-blue-700 shadow' : 'text-white hover:bg-blue-600'"
+                class="flex-1 py-3 rounded-lg text-sm font-medium transition">
+                Rekomendasi Layanan
+            </button>
         </div>
 
-        <div class="bg-white rounded-xl shadow p-5">
+        <!-- ================= DASHBOARD ================= -->
-            <p class="text-gray-500 text-sm">Sentimen Positif</p>
+        <div x-show="tab === 'dashboard'">
-            <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">
+            {{-- Statistik Cards --}}
-            <p class="text-gray-500 text-sm">Sentimen Negatif</p>
+            <div class="grid grid-cols-1 md:grid-cols-4 gap-6 mb-8">
-            <h3 class="text-2xl font-bold mt-2 text-red-600">
+                <div class="bg-white rounded-xl shadow p-5">
-                {{ $stats['negatif_persen'] }}%
+                    <p class="text-gray-500 text-sm">Total Ulasan</p>
-            </h3>
+                    <h3 class="text-2xl font-bold mt-2 text-gray-900">{{ $stats['total'] }}</h3>
-        </div>
+                </div>
-
+                <div class="bg-white rounded-xl shadow p-5">
-        <div class="bg-white rounded-xl shadow p-5">
+                    <p class="text-gray-500 text-sm">Sentimen Positif</p>
-            <p class="text-gray-500 text-sm">Sentimen Netral</p>
+                    <h3 class="text-2xl font-bold mt-2 text-green-600">{{ $stats['positif_persen'] }}%</h3>
-            <h3 class="text-2xl font-bold mt-2 text-yellow-500">
+                </div>
-                {{ $stats['netral_persen'] }}%
+                <div class="bg-white rounded-xl shadow p-5">
-            </h3>
+                    <p class="text-gray-500 text-sm">Sentimen Negatif</p>
-        </div>
+                    <h3 class="text-2xl font-bold mt-2 text-red-600">{{ $stats['negatif_persen'] }}%</h3>
-
+                </div>
-    </div>
+                <div class="bg-white rounded-xl shadow p-5">
-
+                    <p class="text-gray-500 text-sm">Sentimen Netral</p>
-    {{-- Chart Section --}}
+                    <h3 class="text-2xl font-bold mt-2 text-yellow-500">{{ $stats['netral_persen'] }}%</h3>
-    <div class="grid grid-cols-1 lg:grid-cols-2 gap-6 mb-8">
+                </div>
-
-        <!-- Pie Chart -->
-        <div class="bg-white rounded-xl shadow p-6">
-            <h3 class="font-semibold mb-4 text-gray-700">Distribusi Sentimen</h3>
-            <div style="height:300px;">
-        <canvas id="pieChart"></canvas>
-    </div>
-        </div>
-
-        <!-- Bar Chart -->
-        <div class="bg-white rounded-xl shadow p-6">
-            <h3 class="font-semibold mb-4 text-gray-700">Sentimen per Destinasi</h3>
-            <div style="height:300px;">
-        <canvas id="barChart"></canvas>
-    </div>
-        </div>
-
-    </div>
-
-    {{-- Section Bawah --}}
-    <div class="grid grid-cols-1 lg:grid-cols-2 gap-6">
-
-        <!-- Total Data per Destinasi -->
-        <div class="bg-white rounded-xl shadow p-6 h-[320px]">
-            <h3 class="font-semibold mb-6 text-gray-700">
-                Total Data per Destinasi
-            </h3>
-
-            <div class="space-y-4 text-sm text-gray-600">
-                @foreach($totalPerWisata as $item)
-                    <div class="flex justify-between border-b pb-3">
-                        <span>{{ $item->wisata }}</span>
-                        <span class="font-semibold text-gray-800">
-                            {{ $item->total }} ulasan
-                        </span>
-                    </div>
-                @endforeach
             </div>
-        </div>
 
-        <!-- WORD CLOUD -->
+            {{-- Chart Section --}}
-        <div class="bg-white rounded-xl shadow p-6 h-[320px]">
+            <div class="grid grid-cols-1 lg:grid-cols-2 gap-6 mb-8">
-            <h3 class="font-semibold mb-6 text-gray-700">
-                Word Cloud
-            </h3>
-            <div id="wordCloud" class="w-full h-[240px] overflow-hidden"></div>
-        </div>
 
-        </div>
+                {{-- PIE CHART --}}
+                <div class="bg-white rounded-xl shadow p-6">
+                    <h3 class="font-semibold mb-4 text-gray-700">Distribusi Sentimen</h3>
+                    <div style="height:300px;">
+                        <canvas id="pieChart"></canvas>
+                    </div>
+                </div>
+
+                {{-- BAR CHART - PURE HTML --}}
+                {{-- BAR CHART - PURE HTML VERTICAL --}}
+<div class="bg-white rounded-xl shadow p-6">
+    <h3 class="font-semibold mb-4 text-gray-700">Sentimen per Destinasi</h3>
+    {{-- Legend --}}
+    <div class="flex gap-4 mb-4 text-xs">
+        <span class="flex items-center gap-1"><span class="w-3 h-3 rounded bg-blue-500 inline-block"></span> Positif</span>
+        <span class="flex items-center gap-1"><span class="w-3 h-3 rounded bg-red-400 inline-block"></span> Negatif</span>
+        <span class="flex items-center gap-1"><span class="w-3 h-3 rounded bg-yellow-400 inline-block"></span> Netral</span>
+    </div>
+    @php
+        $maxVal = 1;
+        foreach($chartDestinasi as $item) {
+            $maxVal = max($maxVal, $item->positif, $item->negatif, $item->netral);
+        }
+    @endphp
+    <div class="flex items-end gap-4 overflow-x-auto" style="height:220px;">
+        @foreach($chartDestinasi as $item)
+        @php
+            $hPos = round(($item->positif / $maxVal) * 180);
+            $hNeg = round(($item->negatif / $maxVal) * 180);
+            $hNet = round(($item->netral  / $maxVal) * 180);
+            $label = strlen($item->wisata) > 12
+                ? substr($item->wisata, 0, 12) . '...'
+                : $item->wisata;
+        @endphp
+        <div class="flex flex-col items-center flex-1 min-w-[60px]">
+            <div class="flex items-end gap-1 w-full justify-center" style="height:180px;">
+                {{-- Positif --}}
+                <div class="relative group flex-1" style="height:{{ $hPos }}px; background:#3B82F6; border-radius:4px 4px 0 0; min-width:10px;">
+                    <span class="absolute -top-5 left-1/2 -translate-x-1/2 text-xs text-blue-600 font-semibold">{{ $item->positif }}</span>
+                </div>
+                {{-- Negatif --}}
+                <div class="relative group flex-1" style="height:{{ $hNeg }}px; background:#F87171; border-radius:4px 4px 0 0; min-width:10px;">
+                    <span class="absolute -top-5 left-1/2 -translate-x-1/2 text-xs text-red-500 font-semibold">{{ $item->negatif }}</span>
+                </div>
+                {{-- Netral --}}
+                <div class="relative group flex-1" style="height:{{ $hNet }}px; background:#FBBF24; border-radius:4px 4px 0 0; min-width:10px;">
+                    <span class="absolute -top-5 left-1/2 -translate-x-1/2 text-xs text-yellow-500 font-semibold">{{ $item->netral }}</span>
+                </div>
+            </div>
+            <p class="text-xs text-gray-500 text-center mt-2 leading-tight" style="max-width:70px; word-break:break-word;">{{ $label }}</p>
+        </div>
+        @endforeach
     </div>
-
-    <!-- ================= ANALISIS ================= -->
-<div x-show="tab === 'analisis'" id="analisis-content">
-    @include('analisis.index')
 </div>
 
-    <!-- ================= REKOMENDASI ================= -->
+            </div>
-<div x-show="tab === 'rekomendasi'" id="rekomendasi-content">
+
-    @include('rekomendasi.index')
+            {{-- Section Bawah --}}
+            <div class="grid grid-cols-1 lg:grid-cols-2 gap-6">
+                <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">
+                        @foreach($totalPerWisata as $item)
+                            <div class="flex justify-between border-b pb-3">
+                                <span>{{ $item->wisata }}</span>
+                                <span class="font-semibold text-gray-800">{{ $item->total }} ulasan</span>
+                            </div>
+                        @endforeach
+                    </div>
+                </div>
+                <div class="bg-white rounded-xl shadow p-6 h-[320px]">
+                    <h3 class="font-semibold mb-6 text-gray-700">Word Cloud</h3>
+                    <div id="wordCloud" class="w-full h-[240px] overflow-hidden"></div>
+                </div>
+            </div>
+
+        </div>
+
+        <!-- ================= ANALISIS ================= -->
+        <div x-show="tab === 'analisis'" id="analisis-content">
+            @include('analisis.index')
+        </div>
+
+        <!-- ================= REKOMENDASI ================= -->
+        <div x-show="tab === 'rekomendasi'" id="rekomendasi-content">
+            @include('rekomendasi.index')
+        </div>
+
+    </div>
 </div>
 
-</div>
+{{-- SCRIPTS --}}
-
-
-{{-- ========================= --}}
-{{-- SCRIPT SECTION --}}
-{{-- ========================= --}}
-
 <script src="https://cdn.jsdelivr.net/npm/chart.js"></script>
 <script src="https://cdnjs.cloudflare.com/ajax/libs/wordcloud2.js/1.1.2/wordcloud2.min.js"></script>
 
 <script>
 document.addEventListener("DOMContentLoaded", function () {
 
-    // =============================
     // PIE CHART
-    // =============================
     const pieData = JSON.parse('{!! json_encode($chartSentimen) !!}');
-
+    const pieCanvas = document.getElementById('pieChart');
-    const pieLabels = pieData.map(item => item.sentimen);
+    if (window.pieChartInstance) window.pieChartInstance.destroy();
-    const pieValues = pieData.map(item => item.total);
+    window.pieChartInstance = new Chart(pieCanvas, {
-
-    new Chart(document.getElementById('pieChart'), {
         type: 'pie',
         data: {
-            labels: pieLabels,
+            labels: pieData.map(i => i.sentimen),
             datasets: [{
-                data: pieValues
+                data: pieData.map(i => i.total),
+                backgroundColor: ['#3B82F6', '#EF4444', '#F59E0B']
             }]
+        },
+        options: {
+            responsive: true,
+            maintainAspectRatio: false,
+            animation: false
         }
     });
 
-    // =============================
-    // BAR CHART
-    // =============================
-    const barData = JSON.parse('{!! json_encode($chartDestinasi) !!}');
-
-    const labelsBar = barData.map(item => item.wisata);
-    const positif = barData.map(item => item.positif);
-    const negatif = barData.map(item => item.negatif);
-    const netral = barData.map(item => item.netral);
-
-    new Chart(document.getElementById('barChart'), {
-        type: 'bar',
-        data: {
-            labels: labelsBar,
-            datasets: [
-                { label: 'Positif', data: positif },
-                { label: 'Negatif', data: negatif },
-                { label: 'Netral', data: netral }
-            ]
-        }
-    });
-
-    // =============================
     // WORD CLOUD
-    // =============================
+    const text = `{!! addslashes($allText) !!}`;
-    const text = `{!! $allText !!}`;
+    if (text.length > 0) {
-
-    if(text.length > 0){
-        const words = text.split(" ");
-
         const wordCount = {};
-        words.forEach(word => {
+        text.split(" ").forEach(word => {
-            if(word.length > 3){
+            if (word.length > 3) wordCount[word] = (wordCount[word] || 0) + 1;
-                wordCount[word] = (wordCount[word] || 0) + 1;
-            }
-        });
-
-        const list = Object.entries(wordCount);
-
-        WordCloud(document.getElementById('wordCloud'), {
-            list: list
         });
+        WordCloud(document.getElementById('wordCloud'), { list: Object.entries(wordCount) });
     }
 
 });
 </script>
 
-<script>
-    const tab = new URLSearchParams(window.location.search).get('tab');
-
-    if (tab === 'analisis') {
-        showTab('analisis');
-    }
-</script>
-
 <script>
 document.addEventListener("DOMContentLoaded", function () {
 
     const container = document.getElementById('analisis-content');
 
-    // ================= FILTER AJAX =================
+    // FILTER AJAX
     document.addEventListener('submit', function(e){
         if(e.target.id === 'filter-form'){
             e.preventDefault();
-
+            const params = new URLSearchParams(new FormData(e.target)).toString();
-            const formData = new FormData(e.target);
-            const params = new URLSearchParams(formData).toString();
-
             fetch('/dashboard?' + params)
                 .then(res => res.text())
                 .then(html => {
-                    const parser = new DOMParser();
+                    const doc = new DOMParser().parseFromString(html, 'text/html');
-                    const doc = parser.parseFromString(html, 'text/html');
+                    container.innerHTML = doc.getElementById('analisis-content').innerHTML;
-
-                    const newContent = doc.getElementById('analisis-content');
-                    container.innerHTML = newContent.innerHTML;
                 });
         }
     });
 
-    // ================= PAGINATION AJAX =================
+    // PAGINATION AJAX
     document.addEventListener('click', function(e){
         const link = e.target.closest('a');
-
         if(link && link.href.includes('page=')){
             e.preventDefault();
-
             fetch(link.href)
                 .then(res => res.text())
                 .then(html => {
-                    const parser = new DOMParser();
+                    const doc = new DOMParser().parseFromString(html, 'text/html');
-                    const doc = parser.parseFromString(html, 'text/html');
+                    container.innerHTML = doc.getElementById('analisis-content').innerHTML;
-
-                    const newContent = doc.getElementById('analisis-content');
-                    container.innerHTML = newContent.innerHTML;
                 });
         }
     });
 
 });
 </script>
+
 @endsection

resources/views/rekomendasi/index.blade.php

@@ -1,3 +1,18 @@
+@php
+    $destinasiList    ??= collect([]);
+    $totalNegatif     ??= 0;
+    $totalUlasan      ??= 0;
+    $persenNegatif    ??= 0;
+    $tingkatKepuasan  ??= 0;
+    $labelKepuasan    ??= 'Kurang';
+    $isuDominan       ??= '-';
+    $isuDominanPersen ??= 0;
+    $isuUtama         ??= [];
+    $kataDominan      ??= [];
+    $saranPerbaikan   ??= [];
+    $prioritas        ??= [];
+@endphp
+
 <div class="space-y-6">
 
     {{-- HEADER --}}
@@ -9,26 +24,29 @@
             </p>
         </div>
 
-        <div class="flex gap-3">
+        {{-- FILTER DESTINASI — submit ke /dashboard agar tab tidak reset --}}
-            <select class="border rounded-lg px-3 py-2 text-sm">
+        <form method="GET" action="{{ route('dashboard') }}" class="flex gap-3">
-                <option>Semua Destinasi</option>
+            <input type="hidden" name="tab" value="rekomendasi">
+            <select name="destinasi" onchange="this.form.submit()"
+                class="border rounded-lg px-3 py-2 text-sm focus:outline-none focus:ring-2 focus:ring-blue-400">
+                <option value="">Semua Destinasi</option>
+                <option value="Pantai Papuma"                  {{ request('destinasi') == 'Pantai Papuma'                  ? 'selected' : '' }}>Pantai Papuma</option>
+                <option value="Pantai Watu Ulo"                {{ request('destinasi') == 'Pantai Watu Ulo'                ? 'selected' : '' }}>Pantai Watu Ulo</option>
+                <option value="Teluk Love"                     {{ request('destinasi') == 'Teluk Love'                     ? 'selected' : '' }}>Teluk Love</option>
+                <option value="Wisata Kebun Teh Gunung Gambir" {{ request('destinasi') == 'Wisata Kebun Teh Gunung Gambir' ? 'selected' : '' }}>Wisata Kebun Teh Gunung Gambir</option>
             </select>
-
+        </form>
-            <!-- <select class="border rounded-lg px-3 py-2 text-sm">
-                <option>2020 - 2025</option>
-            </select> -->
-        </div>
     </div>
 
-    {{-- SUMMARY --}}
+    {{-- SUMMARY CARDS --}}
-    <div class="grid grid-cols-1 md:grid-cols-4 gap-5">
+    <div class="grid grid-cols-1 md:grid-cols-3 gap-5">
 
         <div class="bg-white rounded-xl shadow p-5 flex items-center gap-4">
             <div class="bg-red-100 text-red-500 p-3 rounded-full text-xl">😟</div>
             <div>
                 <p class="text-sm text-gray-500">Total Ulasan Negatif</p>
-                <h3 class="text-xl font-bold">312</h3>
+                <h3 class="text-xl font-bold">{{ $totalNegatif }}</h3>
-                <p class="text-xs text-red-500">25,06% dari total</p>
+                <p class="text-xs text-red-500">{{ $persenNegatif }}% dari total</p>
             </div>
         </div>
 
@@ -36,9 +54,12 @@
             <div class="bg-green-100 text-green-600 p-3 rounded-full text-xl">😊</div>
             <div>
                 <p class="text-sm text-gray-500">Tingkat Kepuasan</p>
-                <h3 class="text-xl font-bold">68%</h3>
+                <h3 class="text-xl font-bold">{{ $tingkatKepuasan }}%</h3>
-                <span class="text-xs bg-yellow-100 text-yellow-700 px-2 py-1 rounded">
+                <span class="text-xs px-2 py-1 rounded
-                    Sedang
+                    {{ $labelKepuasan === 'Baik'   ? 'bg-green-100 text-green-700'  :
+                      ($labelKepuasan === 'Sedang' ? 'bg-yellow-100 text-yellow-700' :
+                                                     'bg-red-100 text-red-700') }}">
+                    {{ $labelKepuasan }}
                 </span>
             </div>
         </div>
@@ -47,20 +68,11 @@
             <div class="bg-purple-100 text-purple-600 p-3 rounded-full text-xl">❗</div>
             <div>
                 <p class="text-sm text-gray-500">Isu Dominan</p>
-                <h3 class="text-xl font-bold">Kebersihan</h3>
+                <h3 class="text-xl font-bold">{{ $isuDominan }}</h3>
-                <p class="text-xs text-gray-500">45% dari total isu</p>
+                <p class="text-xs text-gray-500">{{ $isuDominanPersen }}% dari total isu</p>
             </div>
         </div>
 
-        <!-- <div class="bg-white rounded-xl shadow p-5 flex items-center gap-4">
-            <div class="bg-blue-100 text-blue-600 p-3 rounded-full text-xl">📅</div>
-            <div>
-                <p class="text-sm text-gray-500">Periode Data</p>
-                <h3 class="text-xl font-bold">2020 - 2025</h3>
-                <p class="text-xs text-gray-500">6 tahun data</p>
-            </div>
-        </div> -->
-
     </div>
 
     {{-- GRID ANALISIS --}}
@@ -70,158 +82,120 @@
         <div class="bg-white rounded-xl shadow p-5">
             <h3 class="font-semibold mb-4 text-gray-700">Isu Utama (Top 5)</h3>
 
-            @php
+            @forelse ($isuUtama as $i => $isu)
-                $isu = [
+                @php
-                    ['nama'=>'Kebersihan','persen'=>45,'warna'=>'red'],
+                    $warnaClass = match($isu['color']) {
-                    ['nama'=>'Parkir','persen'=>30,'warna'=>'orange'],
+                        'red'    => 'bg-red-500',
-                    ['nama'=>'Harga / Tiket','persen'=>15,'warna'=>'yellow'],
+                        'orange' => 'bg-orange-500',
-                    ['nama'=>'Fasilitas','persen'=>6,'warna'=>'green'],
+                        'yellow' => 'bg-yellow-400',
-                    ['nama'=>'Keramaian','persen'=>4,'warna'=>'blue'],
+                        'green'  => 'bg-green-500',
-                ];
+                        default  => 'bg-blue-500',
-            @endphp
+                    };
-
+                @endphp
-            @foreach($isu as $i => $item)
                 <div class="mb-4">
                     <div class="flex justify-between text-sm mb-1">
-                        <span>{{ $i+1 }}. {{ $item['nama'] }}</span>
+                        <span>{{ $i + 1 }}. {{ $isu['nama'] }}</span>
-                        <span>{{ $item['persen'] }}%</span>
+                        <span class="font-semibold">{{ $isu['persen'] }}%</span>
                     </div>
                     <div class="w-full bg-gray-200 h-2 rounded">
-                                            <div class="h-2 rounded 
+                        <div class="h-2 rounded {{ $warnaClass }}" style="width: {{ $isu['persen'] }}%"></div>
-                        @if($item['warna'] == 'red') bg-red-500 
-                        @elseif($item['warna'] == 'orange') bg-orange-500 
-                        @elseif($item['warna'] == 'yellow') bg-yellow-500 
-                        @elseif($item['warna'] == 'green') bg-green-500 
-                        @else bg-blue-500 
-                        @endif"
-                        style="width: {{ $item['persen'] }}%">
-                    </div>
                     </div>
                 </div>
-            @endforeach
+            @empty
-
+                <p class="text-sm text-gray-400 text-center py-4">Belum ada data isu.</p>
+            @endforelse
         </div>
 
-        {{-- KEYWORD --}}
+        {{-- KATA KUNCI DOMINAN --}}
         <div class="bg-white rounded-xl shadow p-5">
             <h3 class="font-semibold mb-4 text-gray-700">Kata Kunci Dominan</h3>
 
-            @php
+            @php $maxFreq = !empty($kataDominan) ? max($kataDominan) : 1; @endphp
-                $keywords = [
-                    ['kotor',15],
-                    ['parkir',10],
-                    ['mahal',7],
-                    ['sampah',6],
-                    ['toilet',5],
-                ];
-            @endphp
 
-            @foreach($keywords as $k)
+            @forelse (array_slice($kataDominan, 0, 5, true) as $kata => $jumlah)
                 <div class="mb-3">
                     <div class="flex justify-between text-sm">
-                        <span>{{ $k[0] }}</span>
+                        <span>{{ $kata }}</span>
-                        <span>{{ $k[1] }}x</span>
+                        <span class="font-semibold text-blue-600">{{ $jumlah }}x</span>
                     </div>
                     <div class="w-full bg-gray-200 h-2 rounded mt-1">
-                        <div class="bg-blue-500 h-2 rounded"
+                        <div class="bg-blue-500 h-2 rounded" style="width: {{ round(($jumlah / $maxFreq) * 100) }}%"></div>
-                             style="width: {{ $k[1]*5 }}%"></div>
                     </div>
                 </div>
-            @endforeach
+            @empty
-
+                <p class="text-sm text-gray-400 text-center py-4">Belum ada kata kunci.</p>
+            @endforelse
         </div>
 
-        {{-- SARAN --}}
+        {{-- SARAN PERBAIKAN --}}
         <div class="bg-white rounded-xl shadow p-5">
             <h3 class="font-semibold mb-4 text-gray-700">Saran Perbaikan</h3>
 
             <div class="space-y-4 text-sm">
-
+                @forelse ($saranPerbaikan as $saran)
-                <div class="flex gap-3">
+                    <div class="flex gap-3">
-                    <div class="text-green-500 text-xl">🧹</div>
+                        <div class="text-xl">{{ $saran['icon'] }}</div>
-                    <div>
+                        <div>
-                        <p class="font-semibold">Perbaikan Kebersihan</p>
+                            <p class="font-semibold">{{ $saran['nama'] }}</p>
-                        <p class="text-gray-600">
+                            <p class="text-gray-600">{{ $saran['tip'] }}</p>
-                            Tambah tempat sampah & jadwal pembersihan rutin.
+                        </div>
-                        </p>
                     </div>
-                </div>
+                @empty
-
+                    <p class="text-sm text-gray-400 text-center py-4">Belum ada saran.</p>
-                <div class="flex gap-3">
+                @endforelse
-                    <div class="text-orange-500 text-xl">🚗</div>
-                    <div>
-                        <p class="font-semibold">Penataan Parkir</p>
-                        <p class="text-gray-600">
-                            Sistem parkir lebih rapi dan transparan.
-                        </p>
-                    </div>
-                </div>
-
-                <div class="flex gap-3">
-                    <div class="text-yellow-500 text-xl">🏷️</div>
-                    <div>
-                        <p class="font-semibold">Evaluasi Harga</p>
-                        <p class="text-gray-600">
-                            Penyesuaian harga tiket agar lebih terjangkau.
-                        </p>
-                    </div>
-                </div>
-
             </div>
         </div>
 
     </div>
 
-    {{-- PRIORITAS --}}
+    {{-- PRIORITAS REKOMENDASI --}}
     <div class="grid grid-cols-1 md:grid-cols-3 gap-6">
 
-        {{-- CARD 1 --}}
+        @forelse ($prioritas as $p)
-        <div class="border border-red-300 rounded-xl p-5 bg-white">
+            @php
-            <h4 class="font-semibold text-red-600 mb-2">Prioritas 1</h4>
+                $border = match($p['color']) {
-            <h3 class="text-lg font-bold mb-3">Kebersihan</h3>
+                    'red'    => 'border-red-300',
+                    'orange' => 'border-orange-300',
+                    'yellow' => 'border-yellow-300',
+                    'green'  => 'border-green-300',
+                    default  => 'border-blue-300',
+                };
+                $title = match($p['color']) {
+                    'red'    => 'text-red-600',
+                    'orange' => 'text-orange-500',
+                    'yellow' => 'text-yellow-600',
+                    'green'  => 'text-green-600',
+                    default  => 'text-blue-600',
+                };
+                $dampak = match($p['color']) {
+                    'red'    => 'bg-red-100 text-red-600',
+                    'orange' => 'bg-orange-100 text-orange-600',
+                    'yellow' => 'bg-yellow-100 text-yellow-600',
+                    'green'  => 'bg-green-100 text-green-700',
+                    default  => 'bg-blue-100 text-blue-600',
+                };
+            @endphp
+            <div class="border {{ $border }} rounded-xl p-5 bg-white">
+                <h4 class="font-semibold {{ $title }} mb-2">Prioritas {{ $p['rank'] }}</h4>
+                <h3 class="text-lg font-bold mb-3">{{ $p['nama'] }}</h3>
 
-            <ul class="text-sm space-y-2">
+                <ul class="text-sm space-y-2 mb-4">
-                <li>✔ Tambah tempat sampah</li>
+                    @foreach ($p['actions'] as $action)
-                <li>✔ Jadwal pembersihan rutin</li>
+                        <li class="flex items-center gap-2">
-                <li>✔ Petugas kebersihan tambahan</li>
+                            <span class="text-blue-500">✔</span> {{ $action }}
-            </ul>
+                        </li>
+                    @endforeach
+                </ul>
 
-            <div class="mt-4 text-xs bg-red-100 text-red-600 p-2 rounded">
+                <div class="text-xs {{ $dampak }} p-2 rounded">
-                Dampak: Kepuasan meningkat signifikan
+                    Dampak: {{ $p['dampak'] }}
+                </div>
             </div>
-        </div>
+        @empty
-
+            <div class="col-span-3 text-center text-gray-400 text-sm py-6">
-        {{-- CARD 2 --}}
+                Belum ada data rekomendasi. Pastikan analisis sentimen sudah dijalankan.
-        <div class="border border-orange-300 rounded-xl p-5 bg-white">
-            <h4 class="font-semibold text-orange-600 mb-2">Prioritas 2</h4>
-            <h3 class="text-lg font-bold mb-3">Parkir</h3>
-
-            <ul class="text-sm space-y-2">
-                <li>✔ Penataan area parkir</li>
-                <li>✔ Tarif transparan</li>
-                <li>✔ Petugas lebih ramah</li>
-            </ul>
-
-            <div class="mt-4 text-xs bg-orange-100 text-orange-600 p-2 rounded">
-                Dampak: Mengurangi keluhan
             </div>
-        </div>
+        @endforelse
-
-        {{-- CARD 3 --}}
-        <div class="border border-yellow-300 rounded-xl p-5 bg-white">
-            <h4 class="font-semibold text-yellow-600 mb-2">Prioritas 3</h4>
-            <h3 class="text-lg font-bold mb-3">Harga</h3>
-
-            <ul class="text-sm space-y-2">
-                <li>✔ Evaluasi harga tiket</li>
-                <li>✔ Promo wisata</li>
-                <li>✔ Diskon tertentu</li>
-            </ul>
-
-            <div class="mt-4 text-xs bg-yellow-100 text-yellow-600 p-2 rounded">
-                Dampak: Daya tarik meningkat
-            </div>
-        </div>
 
     </div>
 

resources/views/ulasan/index.blade.php

@@ -5,68 +5,56 @@
 <div class="max-w-7xl mx-auto px-4 md:px-0 space-y-6">
 
     <!-- HEADER -->
-    <h2 class="text-2xl font-bold text-gray-800">Data Ulasan</h2>
+    <div class="flex items-center justify-between">
+        <h2 class="text-2xl font-bold text-gray-800">Data Ulasan</h2>
+        <div class="flex gap-3">
+            <button class="border border-blue-500 text-blue-600 px-5 py-2.5 rounded-full hover:bg-blue-50 transition">
+                Ambil Data Terbaru
+            </button>
+            <form action="{{ route('proses.analisis') }}" method="POST">
+                @csrf
+                <button class="bg-blue-600 hover:bg-blue-700 text-white px-6 py-2.5 rounded-full shadow-md transition">
+                    Proses Analisis
+                </button>
+            </form>
+        </div>
+    </div>
 
-    <!-- ============================= -->
+</div>
-    <!-- 🔥 UPLOAD + FORMAT + SUMMARY -->
-    <!-- ============================= -->
-    <div class="bg-white rounded-xl shadow p-6">
 
+    <!-- UPLOAD + FORMAT + SUMMARY -->
+    <div class="bg-white rounded-3xl shadow p-6 mb-6 mt-5">
         <div class="grid grid-cols-1 md:grid-cols-3 gap-6 items-center">
 
             <!-- UPLOAD -->
             <div class="border-2 border-dashed border-blue-300 rounded-xl p-6 text-center">
-
                 <div class="flex justify-center mb-3">
-                    <div class="bg-blue-100 text-blue-600 p-3 rounded-full text-xl">
+                    <div class="bg-blue-100 text-blue-600 p-3 rounded-full text-xl">☁️</div>
-                        ☁️
-                    </div>
                 </div>
-
+                <p class="text-gray-600 text-sm mb-2">Upload file CSV / XLSX</p>
-                <p class="text-gray-600 text-sm mb-2">
-                    Upload file CSV / XLSX
-                </p>
-
                 <p class="text-gray-400 text-xs mb-3">klik tombol di bawah</p>
-
                 <form id="uploadForm" action="{{ route('ulasan.upload') }}" method="POST" enctype="multipart/form-data">
                     @csrf
-
+                    <input type="file" name="file" id="fileInput" accept=".csv,.xlsx,.xls" class="hidden">
-                    <input type="file" name="file" id="fileInput"
+                    <button type="button" onclick="document.getElementById('fileInput').click()"
-                        accept=".csv,.xlsx,.xls"
-                        class="hidden">
-
-                    <button type="button"
-                        onclick="document.getElementById('fileInput').click()"
                         class="bg-blue-600 hover:bg-blue-700 text-white px-4 py-2 rounded-lg text-sm shadow">
                         Pilih File
                     </button>
                 </form>
-
-                <!-- <a href="#" class="block mt-3 text-blue-500 text-xs hover:underline">
-                    ⬇ Download template CSV
-                </a> -->
-
             </div>
 
             <!-- FORMAT -->
             <div class="bg-blue-50 rounded-xl p-5">
-
+                <h4 class="font-semibold text-blue-700 mb-3">Format CSV yang Diperlukan</h4>
-                <h4 class="font-semibold text-blue-700 mb-3">
-                    Format CSV yang Diperlukan
-                </h4>
-
                 <ul class="space-y-2 text-sm text-gray-700">
                     <li>✔ wisata, rating, ulasan, tanggal</li>
                     <li>✔ Format: YYYY-MM-DD HH:MM:SS</li>
                     <li>✔ Maks 10MB</li>
                 </ul>
-
             </div>
 
             <!-- SUMMARY -->
             <div class="space-y-4">
-
                 <div class="flex items-center gap-3">
                     <div class="bg-blue-100 text-blue-600 p-3 rounded-full">📄</div>
                     <div>
@@ -74,7 +62,6 @@ class="bg-blue-600 hover:bg-blue-700 text-white px-4 py-2 rounded-lg text-sm sha
                         <p class="font-bold text-lg">{{ $totalUlasan }}</p>
                     </div>
                 </div>
-
                 <div class="flex items-center gap-3">
                     <div class="bg-green-100 text-green-600 p-3 rounded-full">📍</div>
                     <div>
@@ -82,7 +69,6 @@ class="bg-blue-600 hover:bg-blue-700 text-white px-4 py-2 rounded-lg text-sm sha
                         <p class="font-bold text-lg">{{ $totalWisata }}</p>
                     </div>
                 </div>
-
                 <div class="flex items-center gap-3">
                     <div class="bg-orange-100 text-orange-600 p-3 rounded-full">📅</div>
                     <div>
@@ -92,11 +78,9 @@ class="bg-blue-600 hover:bg-blue-700 text-white px-4 py-2 rounded-lg text-sm sha
                         </p>
                     </div>
                 </div>
-
             </div>
 
         </div>
-
     </div>
 
     <!-- ALERT -->
@@ -106,154 +90,107 @@ class="bg-blue-600 hover:bg-blue-700 text-white px-4 py-2 rounded-lg text-sm sha
         </div>
     @endif
 
-    <!-- ============================= -->
+    <!-- FILTER PERIODE + SEARCH -->
-    <!-- 🔍 SEARCH + FILTER -->
+    <form method="GET" action="{{ route('ulasan.index') }}" class="flex flex-col md:flex-row gap-3 items-center">
-    <!-- ============================= -->
-<form method="GET" action="{{ route('ulasan.index') }}" class="flex flex-col md:flex-row gap-3">
 
+        {{-- DROPDOWN PERIODE --}}
+        <div class="flex items-center gap-2">
+            <span class="text-sm text-gray-600 font-medium whitespace-nowrap">Periode:</span>
+            <select name="periode_id" onchange="this.form.submit()"
+                class="border rounded-lg px-3 py-2 text-sm bg-white shadow-sm">
+                <option value="">Semua Periode</option>
+                @foreach($periodeList as $p)
+                    <option value="{{ $p->id }}" {{ request('periode_id') == $p->id ? 'selected' : '' }}>
+                        {{ $p->nama }}
+                    </option>
+                @endforeach
+            </select>
+        </div>
+
+        {{-- SEARCH --}}
         <input type="text" name="search" value="{{ request('search') }}"
             placeholder="Cari ulasan atau wisata..."
             class="flex-1 border px-3 py-2 rounded-lg text-sm">
 
-        <!-- <select name="wisata" onchange="this.form.submit()"
+        <button class="bg-blue-500 text-white px-4 py-2 rounded-lg text-sm">Cari</button>
-            class="border rounded-lg px-3 py-2 text-sm">
 
-            <option value="">Semua Destinasi</option>
+        <a href="{{ route('ulasan.index') }}" class="bg-gray-200 px-4 py-2 rounded-lg text-sm">Reset</a>
-            <option value="Pantai Papuma" {{ request('wisata')=='Pantai Papuma'?'selected':'' }}>Pantai Papuma</option>
-            <option value="Pantai Watu Ulo" {{ request('wisata')=='Pantai Watu Ulo'?'selected':'' }}>Pantai Watu Ulo</option>
-            <option value="Teluk Love" {{ request('wisata')=='Teluk Love'?'selected':'' }}>Teluk Love</option>
-
-        </select> -->
-
-        <button class="bg-blue-500 text-white px-4 py-2 rounded-lg text-sm">
-            Cari
-        </button>
-
-        <a href="{{ route('ulasan.index') }}"
-            class="bg-gray-200 px-4 py-2 rounded-lg text-sm">
-            Reset
-        </a>
 
     </form>
 
-    <!-- ============================= -->
     <!-- TABLE -->
-    <!-- ============================= -->
     <div class="bg-white rounded-xl shadow overflow-hidden">
-    <div class="overflow-x-auto">
+        <div class="overflow-x-auto">
-
+            <table class="w-full text-sm">
-        <table class="w-full text-sm">
+                <thead class="bg-gray-100">
-            <thead class="bg-gray-100">
+                    <tr>
-                <tr>
+                        <th class="px-4 py-3 w-[5%]">No</th>
-                    <th class="px-4 py-3 w-[5%]">No</th>
+                        <th class="px-4 py-3 w-[20%]">Nama Wisata</th>
-                    <th class="px-4 py-3 w-[20%]">Nama Wisata</th>
+                        <th class="px-4 py-3 w-[10%] text-center">Rating</th>
-                    <th class="px-4 py-3 w-[10%] text-center">Rating</th>
+                        <th class="px-4 py-3 w-[45%]">Ulasan</th>
-                    <th class="px-4 py-3 w-[45%]">Ulasan</th>
+                        <th class="px-4 py-3 w-[20%] text-center">Tanggal</th>
-                    <th class="px-4 py-3 w-[20%] text-center">Tanggal</th>
+                    </tr>
-                </tr>
+                </thead>
-            </thead>
+                <tbody class="divide-y">
-
+                    @forelse($mentah as $i => $item)
-            <tbody class="divide-y">
+                    <tr class="hover:bg-gray-50">
-
+                        <td class="px-4 py-3">{{ $mentah->firstItem() + $i }}</td>
-                @forelse($mentah as $i => $item)
+                        <td class="px-4 py-3 font-medium">{{ $item->wisata }}</td>
-                <tr class="hover:bg-gray-50">
+                        <td class="px-4 py-3 text-center text-yellow-500">
-
+                            {{ str_repeat('★', round($item->rating)) }}
-                    <td class="px-4 py-3">{{ $mentah->firstItem() + $i }}</td>
+                            <span class="text-gray-500 ml-1">{{ $item->rating }}</span>
-
+                        </td>
-                    <td class="px-4 py-3 font-medium">
+                        <td class="px-4 py-3">
-                        {{ $item->wisata }}
+                            <div class="line-clamp-2 text-gray-600">{{ $item->ulasan }}</div>
-                    </td>
+                        </td>
-
+                        <td class="px-4 py-3 text-center text-gray-500">
-                    <td class="px-4 py-3 text-center text-yellow-500">
+                            {{ \Carbon\Carbon::parse($item->tanggal)->diffForHumans() }}
-                        {{ str_repeat('★', round($item->rating)) }}
+                        </td>
-                        <span class="text-gray-500 ml-1">{{ $item->rating }}</span>
+                    </tr>
-                    </td>
+                    @empty
-
+                    <tr>
-                    <td class="px-4 py-3">
+                        <td colspan="5" class="text-center py-6 text-gray-400">Belum ada data</td>
-                        <div class="line-clamp-2 text-gray-600">
+                    </tr>
-                            {{ $item->ulasan }}
+                    @endforelse
-                        </div>
+                </tbody>
-                    </td>
+            </table>
-
-                    <td class="px-4 py-3 text-center text-gray-500">
-                        {{ $item->tanggal }}
-                    </td>
-
-                </tr>
-                @empty
-                <tr>
-                    <td colspan="5" class="text-center py-6 text-gray-400">
-                        Belum ada data
-                    </td>
-                </tr>
-                @endforelse
-
-            </tbody>
-        </table>
-
         </div>
 
         <div class="p-4 flex flex-col md:flex-row gap-3 justify-between items-center text-sm text-gray-500">
+            <div>
+                Menampilkan {{ $mentah->firstItem() ?? 0 }} - {{ $mentah->lastItem() ?? 0 }}
+                dari {{ $mentah->total() }} data
+            </div>
+            <div class="flex items-center gap-1">
+                @if ($mentah->onFirstPage())
+                    <span class="px-3 py-1 bg-gray-200 rounded-lg">«</span>
+                @else
+                    <a href="{{ $mentah->previousPageUrl() }}" class="px-3 py-1 bg-gray-100 rounded-lg">«</a>
+                @endif
 
-    <!-- KIRI (FINAL FIX) -->
+                @for ($i = 1; $i <= $mentah->lastPage(); $i++)
-    <div>
+                    @if ($i == $mentah->currentPage())
-        Menampilkan {{ $mentah->firstItem() ?? 0 }} - {{ $mentah->lastItem() ?? 0 }}
+                        <span class="px-3 py-1 bg-blue-600 text-white rounded-lg">{{ $i }}</span>
-        dari {{ $mentah->total() }} data
+                    @elseif ($i <= 3 || $i > $mentah->lastPage() - 2 || abs($i - $mentah->currentPage()) <= 1)
-    </div>
+                        <a href="{{ $mentah->url($i) }}" class="px-3 py-1 bg-gray-100 rounded-lg">{{ $i }}</a>
+                    @elseif ($i == 4 || $i == $mentah->lastPage() - 3)
+                        <span class="px-2">...</span>
+                    @endif
+                @endfor
 
-       <!-- KANAN (PAGINATION) -->
+                @if ($mentah->hasMorePages())
-    <div class="flex items-center gap-1">
+                    <a href="{{ $mentah->nextPageUrl() }}" class="px-3 py-1 bg-gray-100 rounded-lg">»</a>
-
+                @else
-        @if ($mentah->onFirstPage())
+                    <span class="px-3 py-1 bg-gray-200 rounded-lg">»</span>
-            <span class="px-3 py-1 bg-gray-200 rounded-lg">«</span>
+                @endif
-        @else
+            </div>
-            <a href="{{ $mentah->previousPageUrl() }}"
-               class="px-3 py-1 bg-gray-100 rounded-lg">«</a>
-        @endif
-
-        @for ($i = 1; $i <= $mentah->lastPage(); $i++)
-            @if ($i == $mentah->currentPage())
-                <span class="px-3 py-1 bg-blue-600 text-white rounded-lg">{{ $i }}</span>
-            @elseif ($i <= 3 || $i > $mentah->lastPage() - 2 || abs($i - $mentah->currentPage()) <= 1)
-                <a href="{{ $mentah->url($i) }}"
-                   class="px-3 py-1 bg-gray-100 rounded-lg">{{ $i }}</a>
-            @elseif ($i == 4 || $i == $mentah->lastPage() - 3)
-                <span class="px-2">...</span>
-            @endif
-        @endfor
-
-        @if ($mentah->hasMorePages())
-            <a href="{{ $mentah->nextPageUrl() }}"
-               class="px-3 py-1 bg-gray-100 rounded-lg">»</a>
-        @else
-            <span class="px-3 py-1 bg-gray-200 rounded-lg">»</span>
-        @endif
-
-    </div>
-
-</div>
         </div>
-
     </div>
 
-    <!-- BUTTON ANALISIS -->
-    <div class="flex justify-end">
-        <form action="{{ route('ulasan.analisis') }}" method="POST">
-            @csrf
-            <button class="bg-blue-600 text-white px-6 py-3 rounded-full shadow-lg">
-                Proses Analisis
-            </button>
-        </form>
-    </div>
-
-</div>
-
-<!-- AUTO SUBMIT UPLOAD -->
 <script>
 document.addEventListener("DOMContentLoaded", function () {
     const input = document.getElementById("fileInput");
     const form = document.getElementById("uploadForm");
-
     input.addEventListener("change", function () {
         form.submit();
     });

routes/web.php

@@ -7,41 +7,60 @@
 use App\Http\Controllers\AnalisisController;
 use App\Http\Controllers\RekomendasiController;
 
+/*
+|--------------------------------------------------------------------------
+| ROUTE AWAL
+|--------------------------------------------------------------------------
+*/
+
+// hanya SATU route '/'
 Route::get('/', function () {
     return redirect('/login');
 });
 
-Route::get('/', function () {
+/*
-    return view('welcome');
+|--------------------------------------------------------------------------
-});
+| ROUTE SETELAH LOGIN
+|--------------------------------------------------------------------------
+*/
 
-// Dashboard SENTARA (harus login)
+Route::middleware(['auth', 'verified'])->group(function () {
-Route::get('/dashboard', [DashboardController::class, 'index'])
-    ->middleware(['auth', 'verified'])
-    ->name('dashboard');
 
-// Route::get('/dashboard', function () {
+    // ✅ DASHBOARD
-//     return view('dashboard');
+    Route::get('/dashboard', [DashboardController::class, 'index'])
-// })->middleware(['auth', 'verified'])->name('dashboard');
+        ->name('dashboard');
 
-Route::middleware('auth')->group(function () {
+    // ✅ PROFILE (ini yang kamu tanya)
     Route::get('/profile', function () {
         return view('profile.index');
     })->name('profile');
+
+    // kalau mau aktifkan update:
     // Route::patch('/profile', [ProfileController::class, 'update'])->name('profile.update');
     // Route::delete('/profile', [ProfileController::class, 'destroy'])->name('profile.destroy');
-    Route::get('/ulasan', [UlasanController::class, 'index'])->name('ulasan.index');
-    Route::post('/ulasan/ambil', [UlasanController::class, 'ambilData'])->name('ulasan.ambil');
-    Route::post('/ulasan/analisis', [UlasanController::class, 'analisisData'])->name('ulasan.analisis');
-    Route::post('/ulasan/upload', [UlasanController::class, 'upload'])->name('ulasan.upload');
-        Route::get('/hasil-analisis', [AnalisisController::class, 'index'])
-    ->name('analisis.index');
-   Route::get('/rekomendasi', [RekomendasiController::class, 'index'])
-    ->name('rekomendasi.index');;
-    Route::get('/', function () {
-    return redirect()->route('login');
 
-});
+    // ✅ DATA ULASAN
+    Route::get('/ulasan', [UlasanController::class, 'index'])
+        ->name('ulasan.index');
+
+    // Route::post('/ulasan/ambil', [UlasanController::class, 'ambilData'])
+    //     ->name('ulasan.ambil');
+
+    Route::post('/ulasan/upload', [UlasanController::class, 'upload'])
+        ->name('ulasan.upload');
+
+    // ✅ PROSES ANALISIS
+    Route::post('/proses-analisis', [UlasanController::class, 'analisisData'])
+        ->name('proses.analisis');
+
+    // ✅ HASIL ANALISIS
+    Route::get('/analisis', [AnalisisController::class, 'index'])
+        ->name('analisis.index');
+
+    // ✅ REKOMENDASI
+    Route::get('/rekomendasi', function() {
+    return redirect('/dashboard?tab=rekomendasi');
+})->name('rekomendasi.index');
 
 });
 

scraper/analisis.py

@@ -1,6 +1,12 @@
+# -*- coding: utf-8 -*-
+import sys
+sys.stdout.reconfigure(encoding='utf-8')
+
 import re
+import numpy as np
 import pandas as pd
 import pymysql
+from sqlalchemy import create_engine
 
 from sklearn.model_selection import train_test_split
 from sklearn.feature_extraction.text import TfidfVectorizer
@@ -10,33 +16,45 @@ from sklearn.metrics import accuracy_score, classification_report, confusion_mat
 from Sastrawi.Stemmer.StemmerFactory import StemmerFactory
 from Sastrawi.StopWordRemover.StopWordRemoverFactory import StopWordRemoverFactory
 
+
 # ===============================
-# 🔌 KONEKSI DB
+# KONEKSI DB
 # ===============================
-conn = pymysql.connect(
+engine = create_engine("mysql+pymysql://root:@localhost/sentara")
+
+raw_conn = pymysql.connect(
     host='localhost',
     user='root',
     password='',
     database='sentara',
     cursorclass=pymysql.cursors.DictCursor
 )
-
+cursor = raw_conn.cursor()
-cursor = conn.cursor()
 
 # ===============================
-# 1. AMBIL DATA
+# 1. AMBIL PERIODE AKTIF (TERBARU)
 # ===============================
-df = pd.read_sql("SELECT id, wisata, ulasan FROM ulasan", conn)
+cursor.execute("SELECT id, nama FROM periode_analisis ORDER BY id DESC LIMIT 1")
+periode = cursor.fetchone()
+periode_id = periode['id']
+periode_nama = periode['nama']
+print(f"[INFO] Analisis periode: {periode_nama} (id={periode_id})")
 
 # ===============================
-# 2. CLEANING
+# 2. AMBIL DATA PERIODE INI SAJA
+# ===============================
+df = pd.read_sql(f"SELECT id, wisata, ulasan FROM ulasan WHERE periode_id = {periode_id}", engine)
+
+# ===============================
+# 3. CLEANING
 # ===============================
 df = df.dropna(subset=["ulasan"])
 df["ulasan"] = df["ulasan"].astype(str)
 df = df[df["ulasan"].str.strip() != ""]
+df = df[df["ulasan"].str.strip() != "0"]
 
 # ===============================
-# 3. PREPROCESSING
+# 4. PREPROCESSING
 # ===============================
 stemmer = StemmerFactory().create_stemmer()
 stop_factory = StopWordRemoverFactory()
@@ -46,37 +64,57 @@ def clean_text(text):
     text = text.lower()
     text = re.sub(r"http\S+", " ", text)
     text = re.sub(r"[^a-zA-Z\s]", " ", text)
-    text = re.sub(r"\s+", " ", text)
+    text = re.sub(r"\s+", " ", text).strip()
-
+    words = [w for w in text.split() if w not in stopwords and len(w) > 2]
-    words = [w for w in text.split() if w not in stopwords]
     return stemmer.stem(" ".join(words))
 
 df["clean"] = df["ulasan"].apply(clean_text)
+df = df[df["clean"].str.strip() != ""]
 
 # ===============================
-# 4. LABEL SEMENTARA (dummy)
+# 5. LABEL (RULE BASED)
 # ===============================
+positif_words = {
+    "bagus", "indah", "mantap", "keren", "cantik", "menarik", "nyaman",
+    "bersih", "recommended", "suka", "senang", "puas", "murah", "asyik",
+    "ramah", "worth", "spektakuler", "memukau", "sejuk", "baguss", "kece",
+    "amazing", "beautiful", "good", "nice", "best", "great", "perfect",
+    "recommend", "memuaskan", "menyenangkan", "view"
+}
+negatif_words = {
+    "tidak", "buruk", "mahal", "jelek", "kotor", "kecewa", "rusak",
+    "sempit", "panas", "bau", "berbahaya", "sepi", "bosan", "mengecewakan",
+    "payah", "parah", "jorok", "macet", "antri", "penuh", "sampah",
+    "sayang", "kurang", "susah", "sulit", "jauh", "capek", "lelah"
+}
+
 def label_rule(text):
-    if "tidak" in text or "buruk" in text:
+    words = set(text.split())
-        return "negatif"
+    skor_pos = len(words & positif_words)
-    elif "bagus" in text or "indah" in text:
+    skor_neg = len(words & negatif_words)
+    if skor_pos > skor_neg:
         return "positif"
+    elif skor_neg > skor_pos:
+        return "negatif"
     else:
         return "netral"
 
 df["label"] = df["clean"].apply(label_rule)
 
 # ===============================
-# 5. TF-IDF + MODEL
+# 6. TF-IDF + MODEL
 # ===============================
 X = df["clean"]
 y = df["label"]
 
-X_train, X_test, y_train, y_test = train_test_split(
+if len(df) > 5:
-    X, y, test_size=0.2, random_state=42, stratify=y
+    X_train, X_test, y_train, y_test = train_test_split(
-)
+        X, y, test_size=0.2, random_state=42, stratify=y
+    )
+else:
+    X_train, X_test, y_train, y_test = X, X, y, y
 
-vectorizer = TfidfVectorizer()
+vectorizer = TfidfVectorizer(max_features=5000, ngram_range=(1,2))
 X_train_vec = vectorizer.fit_transform(X_train)
 X_test_vec = vectorizer.transform(X_test)
 
@@ -84,59 +122,65 @@ model = ComplementNB()
 model.fit(X_train_vec, y_train)
 
 # ===============================
-# 6. EVALUASI
+# 7. EVALUASI
 # ===============================
 y_pred = model.predict(X_test_vec)
 
 acc = accuracy_score(y_test, y_pred)
-report = classification_report(y_test, y_pred, output_dict=True)
+report = classification_report(y_test, y_pred, output_dict=True, zero_division=0)
 cm = confusion_matrix(y_test, y_pred, labels=["negatif","netral","positif"])
 
 # ===============================
-# 7. PREDIKSI SEMUA DATA
+# 8. PREDIKSI SEMUA DATA
 # ===============================
 X_all = vectorizer.transform(df["clean"])
 df["prediksi"] = model.predict(X_all)
 
 # ===============================
-# 8. SIMPAN KE DB
+# 9. SIMPAN KE DB
 # ===============================
+df = df.fillna("")
 
-# kosongkan tabel
+# Hapus data periode ini saja (bukan semua)
-cursor.execute("DELETE FROM hasil_analisis")
+cursor.execute("DELETE FROM hasil_analisis WHERE periode_id = %s", (periode_id,))
-cursor.execute("DELETE FROM evaluasi_model")
+cursor.execute("DELETE FROM evaluasi_model WHERE periode_id = %s", (periode_id,))
+
+insert_query = """
+INSERT INTO hasil_analisis 
+(wisata, ulasan_asli, ulasan_bersih, hasil_preprocessing, sentimen, probabilitas, periode_id)
+VALUES (%s, %s, %s, %s, %s, %s, %s)
+"""
 
-# simpan hasil per ulasan
 for _, row in df.iterrows():
-    cursor.execute("""
+    cursor.execute(insert_query, (
-        INSERT INTO hasil_analisis 
+        str(row["wisata"]),
-        (wisata, ulasan_terolah, hasil_preprocessing, sentimen, probabilitas, created_at)
+        str(row["ulasan"]),
-        VALUES (%s,%s,%s,%s,%s,NOW())
+        str(row["clean"]),
-    """, (
+        str(row["clean"]),
-        row["wisata"],
+        str(row["prediksi"]),
-        row["ulasan"],
+        float(0.9),
-        row["clean"],
+        periode_id
-        row["prediksi"],
-        0.9
     ))
 
-# simpan evaluasi
+print(f"[OK] {len(df)} ulasan berhasil disimpan untuk periode {periode_nama}")
+
 cursor.execute("""
 INSERT INTO evaluasi_model 
-(precision, recall, f1_score, accuracy, tp, tn, fp, fn, created_at)
+(`precision`, `recall`, f1_score, accuracy, tp, tn, fp, fn, periode_id)
-VALUES (%s,%s,%s,%s,%s,%s,%s,%s,NOW())
+VALUES (%s, %s, %s, %s, %s, %s, %s, %s, %s)
 """, (
-    report["weighted avg"]["precision"],
+    float(report["weighted avg"]["precision"]),
-    report["weighted avg"]["recall"],
+    float(report["weighted avg"]["recall"]),
-    report["weighted avg"]["f1-score"],
+    float(report["weighted avg"]["f1-score"]),
-    acc,
+    float(acc),
-    int(cm[2][2]),
+    int(cm[2][2]) if cm.shape == (3,3) else 0,
-    int(cm[0][0]),
+    int(cm[0][0]) if cm.shape == (3,3) else 0,
-    int(cm[0][2]),
+    int(cm[0][2]) if cm.shape == (3,3) else 0,
-    int(cm[2][0])
+    int(cm[2][0]) if cm.shape == (3,3) else 0,
+    periode_id
 ))
 
-conn.commit()
+raw_conn.commit()
-conn.close()
+raw_conn.close()
 
-print("Analisis selesai ✔")
+print("Analisis selesai [OK]")