perubahan

app/Http/Controllers/AnalisisController.php

@@ -10,6 +10,7 @@ class AnalisisController extends Controller
 {
     public function index(Request $request)
     {
+       ; 
         $periodeList = DB::table('periode_analisis as p')
             ->whereExists(function ($q) {
                 $q->select(DB::raw(1))
@@ -55,7 +56,8 @@ public function index(Request $request)
             $query->where('wisata', $request->wisata);
         }
 
-        $hasil = $query->orderBy('id', 'desc')->paginate(10);
+        $hasil = $query->orderBy('created_at', 'desc')->paginate(10);
+        
         $standalone = true;
 
         return view('analisis.index', compact(
@@ -64,7 +66,9 @@ public function index(Request $request)
             'evaluasi',
             'standalone',
             'jumlahKelasAnalisis',
-            'totalHasilAnalisis'
+            'totalHasilAnalisis',
+            'periodeAktif',   // ← tambahkan
+            'periodeList',    // ← tambahkan
         ));
     }
 }

app/Http/Controllers/Auth/ForgotPasswordController.php

@@ -8,6 +8,7 @@
 use Illuminate\Support\Facades\Mail;
 use Illuminate\Support\Str;
 use Carbon\Carbon;
+use Illuminate\Support\Facades\Password;
 
 class ForgotPasswordController extends Controller
 {

app/Http/Controllers/DashboardController.php

@@ -66,49 +66,63 @@ public function index(Request $request)
         $wisata    = $tab === 'analisis'    ? $request->wisata    : null;
         $destinasi = $tab === 'rekomendasi' ? $request->destinasi : null;
 
-    // ================================================================
+        $currentMonth = now()->month;
-    // PERIODE BULAN YANG DIPILIH
+        $currentYear  = now()->year;
-    // ================================================================
-    $periodeBulan = $request->input('periode_bulan', now()->format('Y-m'));
-
-    [$tahun, $bulan] = explode('-', $periodeBulan);
 
         // ================================================================
-    // AMBIL SEMUA PERIODE & PERIODE AKTIF
+        // AMBIL SEMUA PERIODE YANG PUNYA DATA
         // ================================================================
         $periodeList = DB::table('periode_analisis as p')
             ->whereExists(function ($q) {
-            $q->select(DB::raw(1))
+                $q->select(DB::raw(1))->from('ulasan as u')->whereColumn('u.periode_id', 'p.id');
-                ->from('ulasan as u')
-                ->whereColumn('u.periode_id', 'p.id');
             })
             ->orWhereExists(function ($q) {
-            $q->select(DB::raw(1))
+                $q->select(DB::raw(1))->from('hasil_analisis as h')->whereColumn('h.periode_id', 'p.id');
-                ->from('hasil_analisis as h')
-                ->whereColumn('h.periode_id', 'p.id');
             })
-        ->orderBy('p.id', 'desc')
+            ->orderBy('p.tahun', 'desc')
+            ->orderBy('p.bulan', 'desc')
             ->select('p.*')
             ->get();
 
-    // Cocokkan pakai kolom bulan & tahun
+        // ================================================================
-    $periodeAktif = $periodeList->first(function ($p) use ($tahun, $bulan) {
+        // TENTUKAN PERIODE AKTIF
-        return $p->tahun == (int)$tahun && $p->bulan == (int)$bulan;
+        // Dashboard, Hasil Analisis, Rekomendasi:
-    });
+        //   - Kalau request manual → pakai itu
+        //   - Kalau tidak → cari bulan ini; kalau belum ada data → fallback ke bulan terakhir
+        // ================================================================
+        if ($request->filled('periode_id')) {
+            // Prioritas utama: periode_id langsung (dikirim saat filter destinasi/wisata)
+            $periodeAktif = $periodeList->firstWhere('id', (int) $request->periode_id);
+        } elseif ($request->filled('periode_bulan')) {
+            [$tahun, $bulan] = explode('-', $request->periode_bulan);
+            $periodeAktif = $periodeList->first(fn($p) =>
+                $p->tahun == (int) $tahun && $p->bulan == (int) $bulan
+            );
+        } else {
+            // Cari bulan ini
+            $periodeAktif = $periodeList->first(fn($p) =>
+                $p->bulan == $currentMonth && $p->tahun == $currentYear
+            );
+            // Belum ada data bulan ini → fallback ke bulan terakhir yang ada data
+            if (!$periodeAktif) {
+                $periodeAktif = $periodeList->first(); // sudah urut desc
+            }
+        }
 
-    // Jika tidak ada data di bulan tsb
         $noDataPesan = null;
         if (!$periodeAktif) {
-        $namaBulanDipilih = \Carbon\Carbon::createFromDate($tahun, $bulan, 1)
+            $noDataPesan = 'Belum ada data.';
-            ->locale('id')->isoFormat('MMMM YYYY');
-        $noDataPesan = "Tidak ada data untuk bulan {$namaBulanDipilih}.";
         }
 
         $periodeId = $periodeAktif->id ?? null;
 
+        // ================================================================
+        // EVALUASI MODEL
+        // ================================================================
         $evaluasi = DB::table('evaluasi_model')
             ->when($periodeId, fn($q) => $q->where('periode_id', $periodeId))
-        ->latest()->first();
+            ->latest()
+            ->first();
 
         // ================================================================
         // TOTAL ULASAN
@@ -158,16 +172,6 @@ public function index(Request $request)
         // ================================================================
         // CHART DATA
         // ================================================================
-    // $chartSentimen = $hasAnalisis
-    //     ? DB::table('hasil_analisis')
-    //         ->select('sentimen', DB::raw('count(*) as total'))
-    //         ->when($periodeId, fn($q) => $q->where('periode_id', $periodeId))
-    //         ->when($wisata && $wisata != 'Semua Destinasi', fn($q) => $q->where('wisata', $wisata))
-    //         ->groupBy('sentimen')
-    //         ->orderByRaw("FIELD(sentimen, 'positif', 'negatif', 'netral')")
-    //         ->get()
-    //     : collect();
-
         $rawSentimen = DB::table('hasil_analisis')
             ->select('sentimen', DB::raw('count(*) as total'))
             ->when($periodeId, fn($q) => $q->where('periode_id', $periodeId))
@@ -212,7 +216,8 @@ public function index(Request $request)
 
         $lastUpdate = DB::table('hasil_analisis')
             ->when($periodeId, fn($q) => $q->where('periode_id', $periodeId))
-        ->latest('created_at')->value('created_at');
+            ->latest('created_at')
+            ->value('created_at');
 
         $destinasiList = DB::table('hasil_analisis')
             ->when($periodeId, fn($q) => $q->where('periode_id', $periodeId))
@@ -221,26 +226,23 @@ public function index(Request $request)
 
         $totalDestinasiAnalisis = DB::table('hasil_analisis')
             ->when($periodeId, fn($q) => $q->where('periode_id', $periodeId))
-        ->distinct('wisata')
+            ->distinct('wisata')->count('wisata');
-        ->count('wisata');
 
         $totalDestinasiBerkeluhan = DB::table('hasil_analisis')
             ->where('sentimen', 'negatif')
             ->when($periodeId, fn($q) => $q->where('periode_id', $periodeId))
-        ->distinct('wisata')
+            ->distinct('wisata')->count('wisata');
-        ->count('wisata');
 
         $hasil = DB::table('hasil_analisis')
             ->when($periodeId, fn($q) => $q->where('periode_id', $periodeId))
             ->when($wisata && $wisata != 'Semua Destinasi', fn($q) => $q->where('wisata', $wisata))
-    ->orderByDesc('ulasan_id')
+            ->orderBy('created_at', 'desc')
             ->paginate(10);
 
         $jumlahKelasAnalisis = DB::table('hasil_analisis')
             ->when($periodeId, fn($q) => $q->where('periode_id', $periodeId))
             ->when($wisata && $wisata != 'Semua Destinasi', fn($q) => $q->where('wisata', $wisata))
-        ->distinct('sentimen')
+            ->distinct('sentimen')->count('sentimen');
-        ->count('sentimen');
 
         $totalHasilAnalisis = DB::table('hasil_analisis')
             ->when($periodeId, fn($q) => $q->where('periode_id', $periodeId))
@@ -347,6 +349,76 @@ public function index(Request $request)
         $isuDominan       = $isuUtama[0]['nama']   ?? '-';
         $isuDominanPersen = $isuUtama[0]['persen'] ?? 0;
 
+        // --- Variabel tambahan untuk tab Rekomendasi ---
+        $netralRek    = DB::table('hasil_analisis')
+            ->where('sentimen', 'netral')
+            ->when($periodeId, fn($q) => $q->where('periode_id', $periodeId))
+            ->when($destinasi && $destinasi != 'Semua Destinasi', fn($q) => $q->where('wisata', $destinasi))
+            ->count();
+
+        $totalUlasanRek = $positifRek + $negatifRek + $netralRek;
+        $totalPositif   = $positifRek;
+        $totalNetral    = $netralRek;
+        $persenPositif  = $totalUlasanRek > 0 ? round(($positifRek / $totalUlasanRek) * 100) : 0;
+        $persenNetral   = $totalUlasanRek > 0 ? round(($netralRek  / $totalUlasanRek) * 100) : 0;
+
+        // Isu negatif (sudah ada dari $isuUtama)
+        $isuNegatif = $isuUtama;
+
+        // Isu netral (rule-based dari ulasan netral)
+        $ulasanNetralRek = DB::table('hasil_analisis')
+            ->where('sentimen', 'netral')
+            ->when($periodeId, fn($q) => $q->where('periode_id', $periodeId))
+            ->when($destinasi && $destinasi != 'Semua Destinasi', fn($q) => $q->where('wisata', $destinasi))
+            ->pluck('ulasan_bersih')
+            ->toArray();
+        $textNetral  = strtolower(implode(' ', $ulasanNetralRek));
+        $skorNetral  = [];
+        foreach ($this->issueRules as $kategori => $rule) {
+            $skor = 0;
+            foreach ($rule['keywords'] as $kw) { $skor += substr_count($textNetral, $kw); }
+            $skorNetral[$kategori] = $skor;
+        }
+        arsort($skorNetral);
+        $totalSkorNetral = array_sum($skorNetral) ?: 1;
+        $isuNetral = [];
+        foreach (array_slice($skorNetral, 0, 5, true) as $nama => $skor) {
+            $isuNetral[] = [
+                'nama'   => $nama,
+                'skor'   => $skor,
+                'persen' => round(($skor / $totalSkorNetral) * 100),
+                'color'  => $this->issueRules[$nama]['color'],
+                'icon'   => $this->issueRules[$nama]['icon'],
+            ];
+        }
+
+        // Isu positif (rule-based dari ulasan positif)
+        $ulasanPositifRek = DB::table('hasil_analisis')
+            ->where('sentimen', 'positif')
+            ->when($periodeId, fn($q) => $q->where('periode_id', $periodeId))
+            ->when($destinasi && $destinasi != 'Semua Destinasi', fn($q) => $q->where('wisata', $destinasi))
+            ->pluck('ulasan_bersih')
+            ->toArray();
+        $textPositif  = strtolower(implode(' ', $ulasanPositifRek));
+        $skorPositif  = [];
+        foreach ($this->issueRules as $kategori => $rule) {
+            $skor = 0;
+            foreach ($rule['keywords'] as $kw) { $skor += substr_count($textPositif, $kw); }
+            $skorPositif[$kategori] = $skor;
+        }
+        arsort($skorPositif);
+        $totalSkorPositif = array_sum($skorPositif) ?: 1;
+        $isuPositif = [];
+        foreach (array_slice($skorPositif, 0, 5, true) as $nama => $skor) {
+            $isuPositif[] = [
+                'nama'   => $nama,
+                'skor'   => $skor,
+                'persen' => round(($skor / $totalSkorPositif) * 100),
+                'color'  => $this->issueRules[$nama]['color'],
+                'icon'   => $this->issueRules[$nama]['icon'],
+            ];
+        }
+
         // ================================================================
         // RETURN VIEW
         // ================================================================
@@ -368,17 +440,27 @@ public function index(Request $request)
             'evaluasi',
             'totalNegatif',
             'persenNegatif',
+            'persenPositif',
+            'persenNetral',
             'tingkatKepuasan',
             'labelKepuasan',
             'isuUtama',
+            'isuNegatif',
+            'isuNetral',
+            'isuPositif',
             'isuDominan',
             'isuDominanPersen',
             'kataDominan',
             'saranPerbaikan',
             'prioritas',
+            'periodeId',
+            'totalPositif',
+            'totalNetral',
             'periodeList',
             'periodeAktif',
-        'noDataPesan',  // ← tambahan baru
+            'noDataPesan',
+            'currentMonth',
+            'currentYear',
         ))->with([
             'scraperDestinations' => $this->scraperDestinations(),
         ]);

app/Http/Controllers/LaporanController.php

@@ -27,6 +27,7 @@ public function downloadBulanan($periode)
 
         $data['evaluasi'] =
             DB::table('evaluasi_model')
+            ->where('periode_id', $periode)  
             ->orderByDesc('id')
             ->first()
             ?? (object)['accuracy' => 0];
@@ -158,9 +159,9 @@ public function downloadTahunan(Request $request)
         // AKURASI
         $akurasi =
             DB::table('evaluasi_model')
-            ->latest('id')
+            ->whereIn('periode_id', $periodeIds)
-            ->value('accuracy')
+            ->avg('accuracy') ?? 0;
-            ?? 0;
+          
             
         // TOTAL WISATA
         $totalWisata =

app/Http/Controllers/RekomendasiController.php

@@ -74,10 +74,37 @@ public function index(Request $request)
             ->distinct()
             ->pluck('wisata');
 
-        // --- 2. Query dengan filter destinasi ---
+        // --- 2. Query dengan filter destinasi & periode ---
         $queryAll    = HasilAnalisis::query();
         $queryFilter = HasilAnalisis::query();
 
+        // Resolve periode dari request (periode_bulan atau periode_id)
+        $periodeId = null;
+        if ($request->filled('periode_id')) {
+            $periodeId = (int) $request->periode_id;
+        } elseif ($request->filled('periode_bulan')) {
+            [$tahunParam, $bulanParam] = explode('-', $request->periode_bulan);
+            $periodeRow = DB::table('periode_analisis')
+                ->where('bulan', (int) $bulanParam)
+                ->where('tahun', (int) $tahunParam)
+                ->first();
+            $periodeId = $periodeRow?->id;
+        }
+
+        // Kalau tidak ada periode di request → pakai periode bulan ini
+        if (!$periodeId) {
+            $periodeRow = DB::table('periode_analisis')
+                ->where('bulan', now()->month)
+                ->where('tahun', now()->year)
+                ->first();
+            $periodeId = $periodeRow?->id;
+        }
+
+        if ($periodeId) {
+            $queryAll->where('periode_id', $periodeId);
+            $queryFilter->where('periode_id', $periodeId);
+        }
+
         if ($request->filled('destinasi')) {
             $queryFilter->where('wisata', $request->destinasi);
         }
@@ -89,7 +116,19 @@ public function index(Request $request)
         $totalNetral   = (clone $queryFilter)->where('sentimen', 'netral')->count();
 
         $persenNegatif     = $totalUlasan > 0 ? round(($totalNegatif / $totalUlasan) * 100, 2) : 0;
-        $tingkatKepuasan   = $totalUlasan > 0 ? round(($totalPositif / $totalUlasan) * 100) : 0;
+        $persenPositif     = $totalUlasan > 0 ? round(($totalPositif / $totalUlasan) * 100) : 0;
+        $persenNetral      = $totalUlasan > 0 ? round(($totalNetral  / $totalUlasan) * 100) : 0;
+        $tingkatKepuasan   = $persenPositif;
+
+        // --- 3a. Statistik destinasi ---
+        $totalDestinasiAnalisis   = $queryAll->distinct('wisata')->count('wisata');
+        $totalDestinasiBerkeluhan = (clone $queryAll)->where('sentimen', 'negatif')
+            ->distinct('wisata')->count('wisata');
+
+        // --- 3b. Periode aktif ---
+        $periodeAktif = $periodeId
+            ? DB::table('periode_analisis')->find($periodeId)
+            : null;
 
         // Label kepuasan
         $labelKepuasan = match(true) {
@@ -147,6 +186,80 @@ public function index(Request $request)
             ];
         }
 
+        // --- 6a. Isu negatif (untuk kolom tabel negatif di tampilan) ---
+        $isuNegatif = [];
+        foreach (array_slice($issueSkor, 0, 5, true) as $nama => $skor) {
+            $isuNegatif[] = [
+                'nama'   => $nama,
+                'skor'   => $skor,
+                'persen' => round(($skor / $totalSkorIsu) * 100),
+                'color'  => $this->issueRules[$nama]['color'],
+                'icon'   => $this->issueRules[$nama]['icon'],
+            ];
+        }
+
+        // --- 6b. Isu netral (rule-based dari ulasan netral) ---
+        $ulasanNetral = (clone $queryFilter)
+            ->where('sentimen', 'netral')
+            ->get(['ulasan_bersih', 'ulasan'])
+            ->map(fn($r) => $r->ulasan_bersih ?? $r->ulasan ?? '')
+            ->filter()
+            ->toArray();
+
+        $textNetral  = strtolower(implode(' ', $ulasanNetral));
+        $skorNetral  = [];
+        foreach ($this->issueRules as $kategori => $rule) {
+            $skor = 0;
+            foreach ($rule['keywords'] as $kw) {
+                $skor += substr_count($textNetral, $kw);
+            }
+            $skorNetral[$kategori] = $skor;
+        }
+        arsort($skorNetral);
+        $totalSkorNetral = array_sum($skorNetral) ?: 1;
+
+        $isuNetral = [];
+        foreach (array_slice($skorNetral, 0, 5, true) as $nama => $skor) {
+            $isuNetral[] = [
+                'nama'   => $nama,
+                'skor'   => $skor,
+                'persen' => round(($skor / $totalSkorNetral) * 100),
+                'color'  => $this->issueRules[$nama]['color'],
+                'icon'   => $this->issueRules[$nama]['icon'],
+            ];
+        }
+
+        // --- 6c. Isu positif (rule-based dari ulasan positif) ---
+        $ulasanPositif = (clone $queryFilter)
+            ->where('sentimen', 'positif')
+            ->get(['ulasan_bersih', 'ulasan'])
+            ->map(fn($r) => $r->ulasan_bersih ?? $r->ulasan ?? '')
+            ->filter()
+            ->toArray();
+
+        $textPositif  = strtolower(implode(' ', $ulasanPositif));
+        $skorPositif  = [];
+        foreach ($this->issueRules as $kategori => $rule) {
+            $skor = 0;
+            foreach ($rule['keywords'] as $kw) {
+                $skor += substr_count($textPositif, $kw);
+            }
+            $skorPositif[$kategori] = $skor;
+        }
+        arsort($skorPositif);
+        $totalSkorPositif = array_sum($skorPositif) ?: 1;
+
+        $isuPositif = [];
+        foreach (array_slice($skorPositif, 0, 5, true) as $nama => $skor) {
+            $isuPositif[] = [
+                'nama'   => $nama,
+                'skor'   => $skor,
+                'persen' => round(($skor / $totalSkorPositif) * 100),
+                'color'  => $this->issueRules[$nama]['color'],
+                'icon'   => $this->issueRules[$nama]['icon'],
+            ];
+        }
+
         // --- 7. Isu dominan (ranking 1) ---
         // FIX: guard jika tidak ada ulasan negatif sama sekali
         if (empty($isuUtama) || $isuUtama[0]['skor'] === 0) {
@@ -210,14 +323,23 @@ public function index(Request $request)
         return view('rekomendasi.index', compact(
             'destinasiList',
             'destinasiAktif',
+            'periodeId',
             'totalUlasan',
             'totalNegatif',
             'totalPositif',
             'totalNetral',
             'persenNegatif',
+            'persenPositif',
+            'persenNetral',
             'tingkatKepuasan',
             'labelKepuasan',
+            'totalDestinasiAnalisis',
+            'totalDestinasiBerkeluhan',
+            'periodeAktif',
             'isuUtama',
+            'isuNegatif',
+            'isuNetral',
+            'isuPositif',
             'isuDominan',
             'isuDominanPersen',
             'kataDominan',

app/Http/Controllers/UlasanController.php

@@ -13,79 +13,65 @@ class UlasanController extends Controller
 {
     public function index(Request $request)
     {
+        $currentMonth = now()->month;
+        $currentYear  = now()->year;
+
+        // Ambil semua periode yang punya data (ulasan atau hasil analisis)
         $periodeList = DB::table('periode_analisis as p')
             ->whereExists(function ($q) {
-            $q->select(DB::raw(1))
+                $q->select(DB::raw(1))->from('ulasan as u')->whereColumn('u.periode_id', 'p.id');
-                ->from('ulasan as u')
-                ->whereColumn('u.periode_id', 'p.id');
             })
             ->orWhereExists(function ($q) {
-            $q->select(DB::raw(1))
+                $q->select(DB::raw(1))->from('hasil_analisis as h')->whereColumn('h.periode_id', 'p.id');
-                ->from('hasil_analisis as h')
-                ->whereColumn('h.periode_id', 'p.id');
             })
             ->orderBy('p.tahun', 'desc')
             ->orderBy('p.bulan', 'desc')
             ->select('p.*')
             ->get();
 
-    $availablePeriodeIds = $periodeList->pluck('id')->map(fn($id) => (string) $id);
+        // Kalau request manual dari dropdown → pakai itu
+        if ($request->filled('periode_id')) {
+            $periodeId    = (int) $request->periode_id;
+            $periodeAktif = $periodeList->firstWhere('id', $periodeId)
+                ?? DB::table('periode_analisis')->find($periodeId);
+        } else {
+            // Cari / buat periode bulan ini (meski belum ada data → tetap tampil kosong)
+            $periodeBulanIni = DB::table('periode_analisis')
+                ->where('bulan', $currentMonth)
+                ->where('tahun', $currentYear)
+                ->first();
 
-    $requestedPeriodeId = $request->filled('periode_id')
+            if (!$periodeBulanIni) {
-        ? (string) $request->periode_id
+                $periodeId = DB::table('periode_analisis')->insertGetId([
-        : null;
+                    'nama'       => now()->locale('id')->isoFormat('MMMM YYYY'),
+                    'bulan'      => $currentMonth,
+                    'tahun'      => $currentYear,
+                    'created_at' => now(),
+                    'updated_at' => now(),
+                ]);
+                $periodeAktif = DB::table('periode_analisis')->find($periodeId);
+            } else {
+                $periodeId    = $periodeBulanIni->id;
+                $periodeAktif = $periodeBulanIni;
+            }
+        }
 
-    // cari periode bulan & tahun sekarang
+        // Query ulasan berdasarkan periode aktif
-    $currentMonth = now()->month;
+        $query = Ulasan::query()->where('periode_id', $periodeId);
-    $currentYear = now()->year;
 
-    $currentPeriode = $periodeList->first(function ($periode) use ($currentMonth, $currentYear) {
-        return $periode->bulan == $currentMonth
-            && $periode->tahun == $currentYear;
-    });
-
-    // kalau bulan sekarang tidak ada → ambil periode terakhir
-    $defaultPeriodeId = $currentPeriode->id
-        ?? $periodeList->sortByDesc('id')->first()->id
-        ?? null;
-
-    // prioritas:
-    // 1. request manual dari dropdown
-    // 2. periode bulan sekarang
-    // 3. periode terakhir
-    $periodeId = $request->filled('periode_id')
-        && $availablePeriodeIds->contains($requestedPeriodeId)
-        ? $requestedPeriodeId
-        : $defaultPeriodeId;
-
-    $periodeAktif = $periodeId
-        ? $periodeList->firstWhere('id', (int) $periodeId)
-        : null;
-
-    $query = Ulasan::query();
-
-    // 🔍 SEARCH (ulasan + wisata)
         if ($request->filled('search')) {
             $search = $request->search;
-
             $query->where(function ($q) use ($search) {
                 $q->where('ulasan', 'LIKE', "%$search%")
                   ->orWhere('wisata', 'LIKE', "%$search%");
             });
         }
 
-    // 🔍 FILTER WISATA
         if ($request->filled('wisata')) {
             $query->where('wisata', 'LIKE', '%' . $request->wisata . '%');
         }
 
-    // ← default/reset menampilkan periode terbaru
-    if ($periodeId) {
-        $query->where('periode_id', $periodeId);
-    }
-
         $filteredQuery = clone $query;
-
         $totalUlasan   = (clone $filteredQuery)->count();
         $totalWisata   = (clone $filteredQuery)->distinct('wisata')->count('wisata');
         $lastUpdate    = (clone $filteredQuery)->latest()->value('created_at');
@@ -100,10 +86,9 @@ public function index(Request $request)
             'periodeList',
             'periodeId',
             'periodeAktif',
-        'defaultPeriodeId'
+            'currentMonth',
-    ))->with([
+            'currentYear'
-        'scraperDestinations' => $this->scraperDestinations(),
+        ))->with(['scraperDestinations' => $this->scraperDestinations()]);
-    ]);
     }
 
     public function riwayat()
@@ -282,6 +267,11 @@ public function ambilData(Request $request)
             ->with('error', 'Scraping gagal: ' . $scraping['output']);
     }
 
+    // ✅ FIX: Ambil periode_id dari DB setelah scraping selesai
+    $periode = DB::table('periode_analisis')
+        ->where('bulan', $periodeBulan->month)
+        ->where('tahun', $periodeBulan->year)
+        ->first();
 
     $lokasiLabel        = empty($validated['wisata']) ? 'semua lokasi' : $validated['wisata'];
     $redirectParameters = [
@@ -292,17 +282,15 @@ public function ambilData(Request $request)
         $redirectParameters['wisata'] = $validated['wisata'];
     }
 
-        if (($validated['redirect_to'] ?? 'dashboard') === 'ulasan') {
+    if (($validated['redirect_to'] ?? 'ulasan') === 'ulasan') {
         return redirect()->route('ulasan.index', array_filter($redirectParameters))
-                ->with('success', 'Data berhasil diambil' . $lokasiLabel . ' periode ' . $periodeBulan->translatedFormat('F Y') . '.');
+            ->with('success', 'Data berhasil diambil untuk ' . $lokasiLabel . ' periode ' . $periodeBulan->translatedFormat('F Y') . '.');
     }
 
-        if (!empty($validated['wisata'])) {
     $redirectParameters['tab'] = 'analisis';
-        }
 
-        return redirect()->route('ulasan.index', array_filter($redirectParameters))
+    return redirect()->route('dashboard', array_filter($redirectParameters))
-    ->with('success', 'Scraping berhasil dilakukan untuk ' . $lokasiLabel . ' periode ' . $periodeBulan->translatedFormat('F Y') . '. Silakan jalankan proses analisis.');
+        ->with('success', 'Scraping berhasil untuk ' . $lokasiLabel . ' periode ' . $periodeBulan->translatedFormat('F Y') . '. Silakan jalankan proses analisis.');
     }
 
     public function kosongkanPeriode(Request $request)
@@ -399,6 +387,18 @@ private function runPythonScript(string $scriptPath, int $timeout, array $argume
             'TMP' => getenv('TMP') ?: 'C:\\Users\\Mufrida Farah\\AppData\\Local\\Temp',
         ]);
 
+    //     $envVars = array_merge($_SERVER, $_ENV, array_filter([
+    //         'PATH'         => getenv('PATH') ?: '/usr/bin:/usr/local/bin:/bin',
+    //         'HOME'         => getenv('HOME') ?: (getenv('USERPROFILE') ?: null),
+    //         'TEMP'         => getenv('TEMP') ?: (getenv('TMP') ?: sys_get_temp_dir()),
+    //         'TMP'          => getenv('TMP')  ?: (getenv('TEMP') ?: sys_get_temp_dir()),
+    //         // Windows only — diisi kalau ada, di Linux otomatis null (dibuang array_filter)
+    //         'SystemRoot'   => getenv('SystemRoot')   ?: null,
+    //         'windir'       => getenv('windir')       ?: null,
+    //         'USERPROFILE'  => getenv('USERPROFILE')  ?: null,
+    //         'LOCALAPPDATA' => getenv('LOCALAPPDATA') ?: null,
+    // ]));
+
         // 3. Masukkan $envVars ke parameter ketiga Process
         $process = new Process(array_merge([$pythonPath, $scriptPath], $arguments), base_path(), $envVars);
         $process->setTimeout($timeout);

database/migrations/2026_06_09_182544_add_foreign_keys_to_all_tables.php

@@ -0,0 +1,69 @@
+<?php
+
+use Illuminate\Database\Migrations\Migration;
+use Illuminate\Database\Schema\Blueprint;
+use Illuminate\Support\Facades\Schema;
+
+return new class extends Migration
+{
+    public function up(): void
+    {
+        // ── STEP 1: Seragamkan tipe data ──
+        Schema::table('ulasan', function (Blueprint $table) {
+            $table->unsignedBigInteger('id')->change();
+            $table->unsignedBigInteger('periode_id')->nullable()->change();
+        });
+
+        Schema::table('hasil_analisis', function (Blueprint $table) {
+            $table->unsignedBigInteger('periode_id')->nullable()->change();
+            $table->unsignedBigInteger('ulasan_id')->nullable()->change();
+        });
+
+        Schema::table('evaluasi_model', function (Blueprint $table) {
+            $table->unsignedBigInteger('periode_id')->nullable()->change();
+        });
+
+        // ── STEP 2: Tambah foreign key ──
+        Schema::table('ulasan', function (Blueprint $table) {
+            $table->foreign('periode_id')
+                  ->references('id')
+                  ->on('periode_analisis')
+                  ->onDelete('cascade');
+        });
+
+        Schema::table('hasil_analisis', function (Blueprint $table) {
+            $table->foreign('periode_id')
+                  ->references('id')
+                  ->on('periode_analisis')
+                  ->onDelete('cascade');
+
+            $table->foreign('ulasan_id')
+                  ->references('id')
+                  ->on('ulasan')
+                  ->onDelete('set null');
+        });
+
+        Schema::table('evaluasi_model', function (Blueprint $table) {
+            $table->foreign('periode_id')
+                  ->references('id')
+                  ->on('periode_analisis')
+                  ->onDelete('cascade');
+        });
+    }
+
+    public function down(): void
+    {
+        Schema::table('ulasan', function (Blueprint $table) {
+            $table->dropForeign(['periode_id']);
+        });
+
+        Schema::table('hasil_analisis', function (Blueprint $table) {
+            $table->dropForeign(['periode_id']);
+            $table->dropForeign(['ulasan_id']);
+        });
+
+        Schema::table('evaluasi_model', function (Blueprint $table) {
+            $table->dropForeign(['periode_id']);
+        });
+    }
+};

resources/views/analisis/index.blade.php

@@ -96,12 +96,7 @@ class="bg-blue-600 text-white px-4 rounded h-[46px]">
 
     </form>
 
-    <a href="{{ route('riwayat.index') }}"
-    class="inline-flex items-center justify-center bg-blue-600 hover:bg-blue-700 text-white px-5 rounded-lg shadow transition h-[46px]">
     
-        <i class="fas fa-history mr-2"></i>
-        Lihat Riwayat
-    </a>
 
 </div>
 

resources/views/rekomendasi/index.blade.php

@@ -3,6 +3,8 @@
     $totalDestinasiAnalisis ??= 0;
     $totalDestinasiBerkeluhan ??= 0;
     $totalNegatif     ??= 0;
+    $totalPositif     ??= 0;
+    $totalNetral      ??= 0;
     $totalUlasan      ??= 0;
     $persenNegatif    ??= 0;
     $tingkatKepuasan  ??= 0;
@@ -15,6 +17,37 @@
     $prioritas        ??= [];
 @endphp
 
+@php
+    // $persenPositif, $persenNetral, $isuNegatif, $isuNetral, $isuPositif sudah dikirim dari controller
+    // Icon map untuk prioritas cards
+    $iconMap = [
+        'harga'     => '🎫',
+        'tiket'     => '🎫',
+        'kebersihan'=> '🧹',
+        'parkir'    => '🚗',
+        'fasilitas' => '🏗️',
+        'keramaian' => '👥',
+        'akses'     => '🛣️',
+        'jalan'     => '🛣️',
+        'default'   => '⚙️',
+    ];
+@endphp
+
+<style>
+.gauge-ring {
+    transform: rotate(-90deg);
+    transform-origin: center;
+}
+.gauge-wrap { position: relative; display: inline-block; }
+.gauge-inner {
+    position: absolute;
+    top: 50%; left: 50%;
+    transform: translate(-50%, -30%);
+    text-align: center;
+    line-height: 1.1;
+}
+</style>
+
 <div class="space-y-6">
 
     {{-- HEADER --}}
@@ -22,7 +55,7 @@
         <div>
             <h2 class="text-2xl font-bold text-gray-800">Rekomendasi Layanan</h2>
             <p class="text-sm text-gray-500">
-                Rekomendasi dibuat dari ulasan negatif agar saran perbaikan fokus pada keluhan pengunjung.
+                Rekomendasi dibuat dari hasil analisis sentimen untuk perbaikan layanan destinasi wisata.
             </p>
             <p class="text-xs text-gray-400 mt-1">
                 {{ $totalDestinasiAnalisis }} destinasi dianalisis, {{ $totalDestinasiBerkeluhan }} destinasi memiliki ulasan negatif.
@@ -32,7 +65,10 @@
         {{-- FILTER DESTINASI — submit ke /dashboard agar tab tidak reset --}}
         <form method="GET" action="{{ route('dashboard') }}" class="flex gap-3">
             <input type="hidden" name="tab" value="rekomendasi">
-            <input type="hidden" name="periode_id" value="{{ $periodeAktif->id ?? request('periode_id') }}">
+            <input type="hidden" name="periode_id" value="{{ $periodeId ?? $periodeAktif->id ?? request('periode_id') }}">
+            @if(request('periode_bulan'))
+                <input type="hidden" name="periode_bulan" value="{{ request('periode_bulan') }}">
+            @endif
             <select name="destinasi" onchange="this.form.submit()"
                 class="border rounded-lg pl-3 pr-9 py-2 text-sm min-w-[220px] focus:outline-none focus:ring-2 focus:ring-blue-400">
                 <option value="">Semua Destinasi</option>
@@ -45,136 +81,171 @@ class="border rounded-lg pl-3 pr-9 py-2 text-sm min-w-[220px] focus:outline-none
         </form>
     </div>
 
-    {{-- SUMMARY CARDS --}}
+    {{-- SUMMARY CARDS — 3 gauge cards seperti di screenshot --}}
-    <div class="grid grid-cols-2 md:grid-cols-4 gap-4">
+    <div class="grid grid-cols-1 md:grid-cols-3 gap-4">
 
-        <div class="bg-white rounded-xl shadow p-5 flex items-center gap-4">
+        {{-- Tingkat Positif --}}
-            <div class="bg-blue-100 text-blue-600 p-3 rounded-full text-xl">📍</div>
+        <div class="bg-white rounded-xl shadow p-5 flex items-center justify-between">
             <div>
-                <p class="text-sm text-gray-500">Destinasi Dianalisis</p>
+                <p class="text-sm font-semibold text-green-600">Tingkat Positif</p>
-                <h3 class="text-xl font-bold">{{ $totalDestinasiAnalisis }}</h3>
+                <h3 class="text-4xl font-bold text-green-600 mt-1">{{ $persenPositif }}%</h3>
-                <p class="text-xs text-gray-500">{{ $totalDestinasiBerkeluhan }} punya keluhan</p>
+                <span class="inline-block mt-2 text-xs px-3 py-1 rounded-full bg-green-100 text-green-700 font-medium">Positif</span>
+                <p class="text-xs text-gray-400 mt-2">{{ $totalPositif }} ulasan</p>
+            </div>
+            <div class="gauge-wrap">
+                <svg width="90" height="70" viewBox="0 0 90 70">
+                    <path d="M 10 65 A 35 35 0 0 1 80 65" fill="none" stroke="#e5e7eb" stroke-width="8" stroke-linecap="round"/>
+                    <path d="M 10 65 A 35 35 0 0 1 80 65" fill="none" stroke="#22c55e" stroke-width="8" stroke-linecap="round"
+                        stroke-dasharray="{{ round($persenPositif * 1.099) }} 110"
+                        style="transition: stroke-dasharray 0.8s ease"/>
+                </svg>
+                <div style="position:absolute;bottom:6px;left:50%;transform:translateX(-50%);font-size:1.5rem;">😊</div>
             </div>
         </div>
 
-        <div class="bg-white rounded-xl shadow p-5 flex items-center gap-4">
+        {{-- Tingkat Negatif --}}
-            <div class="bg-red-100 text-red-500 p-3 rounded-full text-xl">😟</div>
+        <div class="bg-white rounded-xl shadow p-5 flex items-center justify-between">
             <div>
-                <p class="text-sm text-gray-500">Total Ulasan Negatif</p>
+                <p class="text-sm font-semibold text-red-500">Tingkat Negatif</p>
-                <h3 class="text-xl font-bold">{{ $totalNegatif }}</h3>
+                <h3 class="text-4xl font-bold text-red-500 mt-1">{{ $persenNegatif }}%</h3>
-                <p class="text-xs text-red-500">{{ $persenNegatif }}% dari total</p>
+                <span class="inline-block mt-2 text-xs px-3 py-1 rounded-full bg-red-100 text-red-600 font-medium">Negatif</span>
+                <p class="text-xs text-gray-400 mt-2">{{ $totalNegatif }} ulasan</p>
+            </div>
+            <div class="gauge-wrap">
+                <svg width="90" height="70" viewBox="0 0 90 70">
+                    <path d="M 10 65 A 35 35 0 0 1 80 65" fill="none" stroke="#fee2e2" stroke-width="8" stroke-linecap="round"/>
+                    <path d="M 10 65 A 35 35 0 0 1 80 65" fill="none" stroke="#ef4444" stroke-width="8" stroke-linecap="round"
+                        stroke-dasharray="{{ round($persenNegatif * 1.099) }} 110"
+                        style="transition: stroke-dasharray 0.8s ease"/>
+                </svg>
+                <div style="position:absolute;bottom:6px;left:50%;transform:translateX(-50%);font-size:1.5rem;">😟</div>
             </div>
         </div>
 
-        <div class="bg-white rounded-xl shadow p-5 flex items-center gap-4">
+        {{-- Tingkat Netral --}}
-            <div class="bg-green-100 text-green-600 p-3 rounded-full text-xl">😊</div>
+        <div class="bg-white rounded-xl shadow p-5 flex items-center justify-between">
             <div>
-                <p class="text-sm text-gray-500">Tingkat Kepuasan</p>
+                <p class="text-sm font-semibold text-gray-500">Tingkat Netral</p>
-                <h3 class="text-xl font-bold">{{ $tingkatKepuasan }}%</h3>
+                <h3 class="text-4xl font-bold text-gray-600 mt-1">{{ $persenNetral }}%</h3>
-                <span class="text-xs px-2 py-1 rounded
+                <span class="inline-block mt-2 text-xs px-3 py-1 rounded-full bg-gray-100 text-gray-600 font-medium">Netral</span>
-                    {{ $labelKepuasan === 'Baik'   ? 'bg-green-100 text-green-700'  :
+                <p class="text-xs text-gray-400 mt-2">{{ $totalNetral }} ulasan</p>
-                      ($labelKepuasan === 'Sedang' ? 'bg-yellow-100 text-yellow-700' :
-                                                     'bg-red-100 text-red-700') }}">
-                    {{ $labelKepuasan }}
-                </span>
             </div>
-        </div>
+            <div class="gauge-wrap">
-
+                <svg width="90" height="70" viewBox="0 0 90 70">
-        <div class="bg-white rounded-xl shadow p-5 flex items-center gap-4">
+                    <path d="M 10 65 A 35 35 0 0 1 80 65" fill="none" stroke="#e5e7eb" stroke-width="8" stroke-linecap="round"/>
-            <div class="bg-purple-100 text-purple-600 p-3 rounded-full text-xl">❗</div>
+                    <path d="M 10 65 A 35 35 0 0 1 80 65" fill="none" stroke="#9ca3af" stroke-width="8" stroke-linecap="round"
-            <div>
+                        stroke-dasharray="{{ round($persenNetral * 1.099) }} 110"
-                <p class="text-sm text-gray-500">Isu Dominan</p>
+                        style="transition: stroke-dasharray 0.8s ease"/>
-                <h3 class="text-xl font-bold">{{ $isuDominan }}</h3>
+                </svg>
-                <p class="text-xs text-gray-500">{{ $isuDominanPersen }}% dari total isu</p>
+                <div style="position:absolute;bottom:6px;left:50%;transform:translateX(-50%);font-size:1.5rem;">😐</div>
             </div>
         </div>
 
     </div>
 
-    {{-- GRID ANALISIS --}}
+
+
+    {{-- TABEL ISU 3 KOLOM (Negatif / Netral / Positif) --}}
     <div class="grid grid-cols-1 lg:grid-cols-3 gap-6">
 
-        {{-- ISU UTAMA --}}
+        {{-- ISU NEGATIF UTAMA --}}
         <div class="bg-white rounded-xl shadow p-5">
-            <h3 class="font-semibold mb-4 text-gray-700">Isu Utama (Top 5)</h3>
+            <h3 class="font-semibold mb-4 text-red-600">Isu Negatif Utama (Top 5)</h3>
 
-            @forelse ($isuUtama as $i => $isu)
+            @forelse ($isuNegatif as $i => $isu)
-                @php
+                @if($i >= 5) @break @endif
-                    $warnaClass = match($isu['color']) {
-                        'red'    => 'bg-red-500',
-                        'orange' => 'bg-orange-500',
-                        'yellow' => 'bg-yellow-400',
-                        'green'  => 'bg-green-500',
-                        default  => 'bg-blue-500',
-                    };
-                @endphp
                 <div class="mb-4">
                     <div class="flex justify-between text-sm mb-1">
-                        <span>{{ $i + 1 }}. {{ $isu['nama'] }}</span>
+                        <span class="text-gray-700">{{ $i + 1 }}. {{ $isu['nama'] }}</span>
-                        <span class="font-semibold">{{ $isu['persen'] }}%</span>
+                        <span class="font-semibold text-gray-800">
+                            {{ $isu['persen'] }}%
+                            @if(isset($isu['jumlah'])) ({{ $isu['jumlah'] }}) @endif
+                        </span>
+                    </div>
+                    <div class="w-full bg-red-100 h-2 rounded">
+                        <div class="h-2 rounded bg-red-500" style="width: {{ $isu['persen'] }}%"></div>
+                    </div>
+                </div>
+            @empty
+                <p class="text-sm text-gray-400 text-center py-4">Belum ada data isu negatif.</p>
+            @endforelse
+
+            <p class="text-xs text-red-400 mt-2">
+                Persentase berdasarkan dari total ulasan negatif ({{ $totalNegatif }} ulasan)
+            </p>
+        </div>
+
+        {{-- ISU NETRAL UTAMA --}}
+        <div class="bg-white rounded-xl shadow p-5">
+            <h3 class="font-semibold mb-4 text-gray-600">Isu Netral Utama (Top 5)</h3>
+
+            @forelse ($isuNetral as $i => $isu)
+                @if($i >= 5) @break @endif
+                <div class="mb-4">
+                    <div class="flex justify-between text-sm mb-1">
+                        <span class="text-gray-700">{{ $i + 1 }}. {{ $isu['nama'] }}</span>
+                        <span class="font-semibold text-gray-800">
+                            {{ $isu['persen'] }}%
+                            @if(isset($isu['jumlah'])) ({{ $isu['jumlah'] }}) @endif
+                        </span>
                     </div>
                     <div class="w-full bg-gray-200 h-2 rounded">
-                        <div class="h-2 rounded {{ $warnaClass }}" style="width: {{ $isu['persen'] }}%"></div>
+                        <div class="h-2 rounded bg-gray-500" style="width: {{ $isu['persen'] }}%"></div>
                     </div>
                 </div>
             @empty
-                <p class="text-sm text-gray-400 text-center py-4">Belum ada data isu.</p>
+                <p class="text-sm text-gray-400 text-center py-4">Belum ada data isu netral.</p>
             @endforelse
+
+            <p class="text-xs text-gray-400 mt-2">
+                Persentase berdasarkan dari total ulasan netral ({{ $totalNetral }} ulasan)
+            </p>
         </div>
 
-        {{-- KATA KUNCI DOMINAN --}}
+        {{-- ASPEK POSITIF UTAMA --}}
         <div class="bg-white rounded-xl shadow p-5">
-            <h3 class="font-semibold mb-4 text-gray-700">Kata Kunci Dominan</h3>
+            <h3 class="font-semibold mb-4 text-green-600">Aspek Positif Utama (Top 5)</h3>
 
-            @php $maxFreq = !empty($kataDominan) ? max($kataDominan) : 1; @endphp
+            @forelse ($isuPositif as $i => $isu)
-
+                @if($i >= 5) @break @endif
-            @forelse (array_slice($kataDominan, 0, 5, true) as $kata => $jumlah)
+                <div class="mb-4">
-                <div class="mb-3">
+                    <div class="flex justify-between text-sm mb-1">
-                    <div class="flex justify-between text-sm">
+                        <span class="text-gray-700">{{ $i + 1 }}. {{ $isu['nama'] }}</span>
-                        <span>{{ $kata }}</span>
+                        <span class="font-semibold text-gray-800">
-                        <span class="font-semibold text-blue-600">{{ $jumlah }}x</span>
+                            {{ $isu['persen'] }}%
+                            @if(isset($isu['jumlah'])) ({{ $isu['jumlah'] }}) @endif
+                        </span>
                     </div>
-                    <div class="w-full bg-gray-200 h-2 rounded mt-1">
+                    <div class="w-full bg-green-100 h-2 rounded">
-                        <div class="bg-blue-500 h-2 rounded" style="width: {{ round(($jumlah / $maxFreq) * 100) }}%"></div>
+                        <div class="h-2 rounded bg-green-500" style="width: {{ $isu['persen'] }}%"></div>
                     </div>
                 </div>
             @empty
-                <p class="text-sm text-gray-400 text-center py-4">Belum ada kata kunci.</p>
+                <p class="text-sm text-gray-400 text-center py-4">Belum ada data isu positif.</p>
             @endforelse
-        </div>
 
-        {{-- SARAN PERBAIKAN --}}
+            <p class="text-xs text-green-400 mt-2">
-        <div class="bg-white rounded-xl shadow p-5">
+                Persentase berdasarkan dari total ulasan positif ({{ $totalPositif }} ulasan)
-            <h3 class="font-semibold mb-4 text-gray-700">Saran Perbaikan</h3>
+            </p>
-
-            <div class="space-y-4 text-sm">
-                @forelse ($saranPerbaikan as $saran)
-                    <div class="flex gap-3">
-                        <div class="text-xl">{{ $saran['icon'] }}</div>
-                        <div>
-                            <p class="font-semibold">{{ $saran['nama'] }}</p>
-                            <p class="text-gray-600">{{ $saran['tip'] }}</p>
-                        </div>
-                    </div>
-                @empty
-                    <p class="text-sm text-gray-400 text-center py-4">Belum ada saran.</p>
-                @endforelse
-            </div>
         </div>
 
     </div>
 
     {{-- PRIORITAS REKOMENDASI --}}
+    <div>
+        <h3 class="text-lg font-bold text-gray-800 mb-1">Prioritas Rekomendasi Perbaikan Layanan</h3>
+        <p class="text-sm text-gray-500 mb-4">Prioritas disusun berdasarkan frekuensi isu negatif dan dampaknya terhadap kepuasan pengunjung.</p>
+
         <div class="grid grid-cols-1 md:grid-cols-3 gap-6">
 
             @forelse ($prioritas as $p)
                 @php
                     $border = match($p['color']) {
-                    'red'    => 'border-red-300',
+                        'red'    => 'border-red-200',
-                    'orange' => 'border-orange-300',
+                        'orange' => 'border-orange-200',
-                    'yellow' => 'border-yellow-300',
+                        'yellow' => 'border-yellow-200',
-                    'green'  => 'border-green-300',
+                        'green'  => 'border-green-200',
-                    default  => 'border-blue-300',
+                        default  => 'border-blue-200',
                     };
                     $title = match($p['color']) {
                         'red'    => 'text-red-600',
@@ -184,27 +255,49 @@ class="border rounded-lg pl-3 pr-9 py-2 text-sm min-w-[220px] focus:outline-none
                         default  => 'text-blue-600',
                     };
                     $dampak = match($p['color']) {
-                    'red'    => 'bg-red-100 text-red-600',
+                        'red'    => 'bg-red-50 text-red-500 border border-red-200',
-                    'orange' => 'bg-orange-100 text-orange-600',
+                        'orange' => 'bg-orange-50 text-orange-500 border border-orange-200',
-                    'yellow' => 'bg-yellow-100 text-yellow-600',
+                        'yellow' => 'bg-yellow-50 text-yellow-600 border border-yellow-200',
-                    'green'  => 'bg-green-100 text-green-700',
+                        'green'  => 'bg-green-50 text-green-700 border border-green-200',
-                    default  => 'bg-blue-100 text-blue-600',
+                        default  => 'bg-blue-50 text-blue-600 border border-blue-200',
                     };
+                    $badgeBg = match($p['color']) {
+                        'red'    => 'bg-red-500',
+                        'orange' => 'bg-orange-400',
+                        'yellow' => 'bg-yellow-400',
+                        'green'  => 'bg-green-500',
+                        default  => 'bg-blue-500',
+                    };
+                    $namaLower = strtolower($p['nama']);
+                    $icon = '⚙️';
+                    foreach ($iconMap as $key => $val) {
+                        if (str_contains($namaLower, $key)) { $icon = $val; break; }
+                    }
                 @endphp
                 <div class="border {{ $border }} rounded-xl p-5 bg-white">
-                <h4 class="font-semibold {{ $title }} mb-2">Prioritas {{ $p['rank'] }}</h4>
+                    <div class="flex items-start gap-4 mb-3">
-                <h3 class="text-lg font-bold mb-3">{{ $p['nama'] }}</h3>
+                        <div class="{{ $badgeBg }} text-white rounded-full w-8 h-8 flex items-center justify-center font-bold text-sm flex-shrink-0">
+                            {{ $p['rank'] }}
+                        </div>
+                        <div>
+                            <p class="text-xs font-semibold {{ $title }}">
+                                Prioritas {{ $p['rank'] === 1 ? 'Utama' : ($p['rank'] === 2 ? 'Kedua' : 'Ketiga') }}
+                            </p>
+                            <h3 class="text-base font-bold text-gray-800">{{ $p['nama'] }}</h3>
+                        </div>
+                        <div class="ml-auto text-3xl">{{ $icon }}</div>
+                    </div>
 
                     <ul class="text-sm space-y-2 mb-4">
                         @foreach ($p['actions'] as $action)
-                        <li class="flex items-center gap-2">
+                            <li class="flex items-start gap-2 text-gray-700">
-                            <span class="text-blue-500">✔</span> {{ $action }}
+                                <span class="text-blue-500 mt-0.5">✔</span> {{ $action }}
                             </li>
                         @endforeach
                     </ul>
 
-                <div class="text-xs {{ $dampak }} p-2 rounded">
+                    <div class="text-xs {{ $dampak }} p-2 rounded-lg">
-                    Dampak: {{ $p['dampak'] }}
+                        Alasan: {{ $p['dampak'] }}
                     </div>
                 </div>
             @empty
@@ -214,5 +307,12 @@ class="border rounded-lg pl-3 pr-9 py-2 text-sm min-w-[220px] focus:outline-none
             @endforelse
 
         </div>
+    </div>
+
+    {{-- FOOTER NOTE --}}
+    <div class="bg-blue-50 border border-blue-100 rounded-xl px-5 py-3 flex items-start gap-3 text-sm text-gray-600">
+        <span class="text-blue-500 mt-0.5">ℹ️</span>
+        <span>Rekomendasi dihasilkan secara otomatis berdasarkan hasil analisis sentimen dan kata kunci dominan dari ulasan wisatawan.</span>
+    </div>
 
 </div>

scraper/analisis.py

@@ -1,153 +1,157 @@
 # -*- coding: utf-8 -*-
-"""
+import argparse
-analisis.py — SENTARA
-=====================
-Sistem Analisis Sentimen Ulasan Wisatawan
-Metode   : Naive Bayes (ComplementNB) + TF-IDF
-Label    : Dari teks ulasan (bukan rating)
-"""
-
-import json
 import os
 import re
-import sqlite3
 import sys
-import warnings
+import sqlite3
 from pathlib import Path
 from urllib.parse import quote_plus
-
 import joblib
-import numpy as np
+
 import pandas as pd
 import pymysql
 from sqlalchemy import create_engine
 
 from sklearn.feature_extraction.text import TfidfVectorizer
-from sklearn.metrics import (
+from sklearn.metrics import accuracy_score, classification_report
-    accuracy_score,
+from sklearn.model_selection import train_test_split
-    classification_report,
-    f1_score,
-)
-from sklearn.model_selection import (
-    GridSearchCV,
-    StratifiedKFold,
-    cross_val_score,
-    train_test_split,
-)
 from sklearn.naive_bayes import ComplementNB 
-from sklearn.pipeline import Pipeline
 
 from Sastrawi.Stemmer.StemmerFactory import StemmerFactory
 from Sastrawi.StopWordRemover.StopWordRemoverFactory import StopWordRemoverFactory
 
-warnings.filterwarnings("ignore")
 sys.stdout.reconfigure(encoding="utf-8")
 sys.stderr.reconfigure(encoding="utf-8")
 
-# ═══════════════════════════════════════════════════════════════
-# KONSTANTA & PATH
-# ═══════════════════════════════════════════════════════════════
-
-SEED     = 42
 BASE_DIR = Path(__file__).resolve().parents[1]
-ARTEFAK  = BASE_DIR / "artefak"
-ARTEFAK.mkdir(exist_ok=True)
 
-MODEL_PATH    = ARTEFAK / "sentimen_naive_bayes.pkl"
-METADATA_PATH = ARTEFAK / "model_metadata.json"
-
-# ═══════════════════════════════════════════════════════════════
-# LOGGER
-# ═══════════════════════════════════════════════════════════════
 
 def log(level, message):
     print(f"[{level}] {message}", flush=True)
 
+
 def fail(message, code=1):
     log("ERROR", message)
     sys.exit(code)
 
-# ═══════════════════════════════════════════════════════════════
-# KAMUS NORMALISASI LENGKAP (dari dataset.ipynb)
-# ═══════════════════════════════════════════════════════════════
 
-NORMALISASI = {
+def parse_args():
-    # Negasi — JANGAN hapus
+    parser = argparse.ArgumentParser(description="Analisis sentimen ulasan untuk satu periode.")
-    r"\b(ga|gak|gk|nggak|ngga|ngak|engga|enggak)\b": "tidak",
+    parser.add_argument("--periode-id", type=int, help="ID periode yang dianalisis. Default: periode terbaru.")
-    r"\b(blm|blom|blum)\b":   "belum",
+    return parser.parse_args()
-    r"\b(bkn|bukn)\b":        "bukan",
+
-    r"\b(jgn|jangan|jgan)\b": "jangan",
+
-    # Kata ganti
+def read_laravel_env():
-    r"\b(ak|aq|gw|gue|gua)\b":          "aku",
+    env = {}
-    r"\b(km|loe|lu|elo|lo)\b":           "kamu",
+    env_file = BASE_DIR / ".env"
-    r"\b(sy|sya)\b":                      "saya",
+    if not env_file.exists():
-    # Kata kerja
+        return env
-    r"\b(bs|bsa)\b":           "bisa",
+
-    r"\b(liat|lht)\b":         "lihat",
+    for line in env_file.read_text(encoding="utf-8").splitlines():
-    r"\b(mkn|mkan|maem)\b":    "makan",
+        line = line.strip()
-    r"\b(pake|pk|pke)\b":      "pakai",
+        if not line or line.startswith("#") or "=" not in line:
-    r"\b(tau|taw|tw)\b":       "tahu",
+            continue
-    r"\b(dtg)\b":              "datang",
+        key, value = line.split("=", 1)
-    r"\b(lgsg|lgsung)\b":      "langsung",
+        value = value.strip().strip('"').strip("'")
-    # Kata sifat
+        env.setdefault(key.strip(), value)
-    r"\b(bgs|bgus|nice|good|top)\b":  "bagus",
+
-    r"\b(josss|joss|sipp|sip)\b":     "mantap",
+    return env
-    r"\b(byk|bnyk)\b":                "banyak",
+
-    r"\b(lbh|lbih)\b":                "lebih",
+
-    r"\b(bener|bnr)\b":               "benar",
+def env_value(env, key, default=""):
-    # Kata sambung & keterangan
+    value = os.getenv(key, env.get(key, default))
-    r"\b(aja|sja|ae)\b":       "saja",
+    if value in {None, "", "null", "None"}:
-    r"\b(bgt|bangettt|bangett)\b": "banget",
+        return default
-    r"\b(br|bru)\b":           "baru",
+    return value
-    r"\b(cmn|cuma|cuman)\b":   "cuma",
+
-    r"\b(dgn|dngn|dg)\b":      "dengan",
+
-    r"\b(dl|dlu)\b":           "dulu",
+def db_config():
-    r"\b(dlm|dalem)\b":        "dalam",
+    env = read_laravel_env()
-    r"\b(dr|dri)\b":           "dari",
+    connection = env_value(env, "DB_CONNECTION", "mysql")
-    r"\b(emg|emang)\b":        "memang",
+
-    r"\b(gt|gitu|bgitu)\b":    "begitu",
+    if connection == "sqlite":
-    r"\b(hbs|hbis)\b":         "habis",
+        database = env_value(env, "DB_DATABASE", str(BASE_DIR / "database" / "database.sqlite"))
-    r"\b(hrs|hrus)\b":         "harus",
+        database_path = Path(database)
-    r"\b(jd|jdi)\b":           "jadi",
+        if not database_path.is_absolute():
-    r"\b(jg|jga)\b":           "juga",
+            database_path = BASE_DIR / database
-    r"\b(kdg|kdang)\b":        "kadang",
+
-    r"\b(klo|kalo|kl)\b":      "kalau",
+        return {
-    r"\b(krn|karna)\b":        "karena",
+            "connection": connection,
-    r"\b(kyk|kek|kya)\b":      "seperti",
+            "database": str(database_path),
-    r"\b(lg|lgi)\b":           "lagi",
-    r"\b(mgkn|mngkin)\b":      "mungkin",
-    r"\b(msi|msh|msih)\b":     "masih",
-    r"\b(pd|pda)\b":           "pada",
-    r"\b(sdh|udh|udah|uda)\b": "sudah",
-    r"\b(skrg|skrng)\b":       "sekarang",
-    r"\b(sllu|slalu)\b":       "selalu",
-    r"\b(sm|ama)\b":           "sama",
-    r"\b(smpai|ampe|smpe)\b":  "sampai",
-    r"\b(smua)\b":             "semua",
-    r"\b(srg|sring)\b":        "sering",
-    r"\b(tp|tpi)\b":           "tapi",
-    r"\b(trs|trus)\b":         "lalu",
-    r"\b(ttp|ttep)\b":         "tetap",
-    r"\b(utk|untk)\b":         "untuk",
-    r"\b(yg|yng)\b":           "yang",
-    r"\b(pdhl|pdhal)\b":       "padahal",
-    r"\b(tmpt|tempt)\b":       "tempat",
-    r"\b(tmn|temen)\b":        "teman",
-    r"\b(org|orng)\b":         "orang",
-    # Konteks pariwisata
-    r"\b(recommended|recomended)\b": "rekomendasi",
-    r"\b(healing)\b":                "rekreasi",
-    r"\b(htm)\b":                    "harga tiket masuk",
-    r"\b(overall)\b":                "secara keseluruhan",
-    r"\b(spot foto)\b":              "lokasi foto",
-    # Hapus tawa & makian
-    r"\b(wkwk+|haha+|hehe+)\b": "",
-    r"\b(bjir|anjay|anjir)\b":  "",
         }
 
-# ═══════════════════════════════════════════════════════════════
+    if connection not in {"mysql", "mariadb"}:
-# KAMUS SENTIMEN (pseudo-label fallback)
+        fail(f"DB_CONNECTION={connection} belum didukung oleh analisis.py. Gunakan sqlite/mysql/mariadb.")
-# ═══════════════════════════════════════════════════════════════
+
+    return {
+        "connection": connection,
+        "host": env_value(env, "DB_HOST", "127.0.0.1"),
+        "port": int(env_value(env, "DB_PORT", "3306")),
+        "database": env_value(env, "DB_DATABASE", "sistem_analisis"),
+        "user": env_value(env, "DB_USERNAME", "root"),
+        "password": env_value(env, "DB_PASSWORD", ""),
+    }
+
+
+def make_connections(config):
+    if config["connection"] == "sqlite":
+        engine = create_engine(f"sqlite:///{config['database']}")
+        conn = sqlite3.connect(config["database"])
+        conn.row_factory = sqlite3.Row
+        return engine, conn
+
+    engine_url = (
+        "mysql+pymysql://"
+        f"{quote_plus(config['user'])}:{quote_plus(config['password'])}"
+        f"@{config['host']}:{config['port']}/{config['database']}?charset=utf8mb4"
+    )
+    engine = create_engine(engine_url)
+    conn = pymysql.connect(
+        host=config["host"],
+        port=config["port"],
+        user=config["user"],
+        password=config["password"],
+        database=config["database"],
+        charset="utf8mb4",
+        cursorclass=pymysql.cursors.DictCursor,
+    )
+    return engine, conn
+
+
+def is_sqlite_connection(conn):
+    return isinstance(conn, sqlite3.Connection)
+
+
+def prepare_sql(conn, sql):
+    if is_sqlite_connection(conn):
+        return sql.replace("%s", "?").replace("NOW()", "CURRENT_TIMESTAMP")
+    return sql
+
+
+def execute(cursor, conn, sql, params=()):
+    cursor.execute(prepare_sql(conn, sql), params)
+
+
+def table_columns(cursor, conn, table):
+    if is_sqlite_connection(conn):
+        cursor.execute(f"PRAGMA table_info({table})")
+        return {row["name"] for row in cursor.fetchall()}
+
+    cursor.execute(f"SHOW COLUMNS FROM {table}")
+    return {row["Field"] for row in cursor.fetchall()}
+
+
+SLANG_MAP = {
+    "ga": "tidak",
+    "gak": "tidak",
+    "gk": "tidak",
+    "nggak": "tidak",
+    "ngga": "tidak",
+    "ngak": "tidak",
+    "bgt": "banget",
+    "yg": "yang",
+    "tp": "tapi",
+}
 
 POSITIF_WORDS = {
     "bagus","indah","cantik","keren","mantap","asri","bersih","nyaman","rapi",
@@ -168,300 +172,168 @@ NEGATIF_WORDS = {
     "licin","curam","sampah","tidak puas","kapok","ogah","zonk","tipu","pungli",
 }
 
-NEGASI = {"tidak","bukan","jangan","belum","tanpa","kurang","ga","gak","nggak"}
 
-# ═══════════════════════════════════════════════════════════════
+stemmer = StemmerFactory().create_stemmer()
-# INISIALISASI NLP
+stopwords = set(StopWordRemoverFactory().get_stop_words())
-# ═══════════════════════════════════════════════════════════════
+stopwords.discard("tidak")
+stopwords.discard("bukan")
+stopwords.discard("jangan")
 
-log("INFO", "Memuat stemmer dan stopword Sastrawi...")
-_stemmer = StemmerFactory().create_stemmer()
-_sw_raw  = set(StopWordRemoverFactory().get_stop_words())
-# Pertahankan kata negasi — kritis untuk sentimen
-STOPWORDS = _sw_raw - NEGASI
-log("INFO", f"Stopword: {len(_sw_raw)} kata | Negasi dipertahankan: {NEGASI}")
 
-# ═══════════════════════════════════════════════════════════════
+def normalize_rating(value):
-# PREPROCESSING
+    if pd.isna(value):
-# ═══════════════════════════════════════════════════════════════
+        return None
-
+    match = re.search(r"([1-5])", str(value))
-def normalisasi_teks(text):
+    return int(match.group(1)) if match else None
-    for pattern, replacement in NORMALISASI.items():
-        text = re.sub(pattern, replacement, text)
-    return text
 
+#preprocessing dengan stemming dan stopword removal, serta normalisasi kata ga/gak/nggak menjadi tidak, dan bgt menjadi banget. Hanya kata yang lebih dari 2 karakter yang diproses untuk mengurangi noise.
 def preprocess_text(text):
-    """Pipeline preprocessing 6 tahap."""
     text = str(text).lower()
-    text = re.sub(r"https?://\S+|www\.\S+", " ", text)   # hapus URL
+    text = re.sub(r"https?://\S+|www\.\S+", " ", text)
-    text = re.sub(r"@\w+|#\w+", " ", text)               # hapus mention/hashtag
+    text = re.sub(r"[^a-z\s]", " ", text)
-    text = re.sub(r"[^a-z\s]", " ", text)                # hapus non-alfabet
     text = re.sub(r"\s+", " ", text).strip()
-    text = normalisasi_teks(text)                         # normalisasi kamus
-    tokens = [t for t in text.split() if t not in STOPWORDS and len(t) > 2]
-    return _stemmer.stem(" ".join(tokens)).strip()
 
-# ═══════════════════════════════════════════════════════════════
+    words = [SLANG_MAP.get(word, word) for word in text.split()]
-# PSEUDO-LABELING (fallback jika tidak ada model tersimpan)
+    words = [word for word in words if word not in stopwords and len(word) > 2]
-# ═══════════════════════════════════════════════════════════════
+
+    return stemmer.stem(" ".join(words)).strip()
+
+
+# def label_by_keyword(clean_text):
+#     words = set(clean_text.split())
+#     positive_score = len(words & POSITIF_WORDS)
+#     negative_score = len(words & NEGATIF_WORDS)
+
+#     if positive_score > negative_score:
+#         return "positif"
+#     if negative_score > positive_score:
+#         return "negatif"
+#     return "netral"
+
 
 def label_by_keyword(clean_text):
-    tokens = clean_text.split()
+    words = clean_text.split()
-    pos = neg = 0
+
-    i = 0
+    positive_score = sum(1 for word in words if word in POSITIF_WORDS)
-    while i < len(tokens):
+    negative_score = sum(1 for word in words if word in NEGATIF_WORDS)
-        sebelum_negasi = (i > 0 and tokens[i-1] in NEGASI)
+
-        w = tokens[i]
+    if positive_score > negative_score:
-        if w in POSITIF_WORDS:
+        return "positif"
-            neg += 1 if sebelum_negasi else 0
+
-            pos += 0 if sebelum_negasi else 1
+    elif negative_score > positive_score:
-        elif w in NEGATIF_WORDS:
+        return "negatif"
-            pos += 1 if sebelum_negasi else 0
-            neg += 0 if sebelum_negasi else 1
-        i += 1
 
-    if pos > neg:   return "positif"
-    if neg > pos:   return "negatif"
     return "netral"
 
+
+# def make_pseudo_label(row):
+#     rating = normalize_rating(row.get("rating"))
+#     if rating is not None:
+#         if rating >= 4:
+#             return "positif"
+#         if rating == 3:
+#             return "netral"
+#         return "negatif"
+
+#     return label_by_keyword(row["ulasan_bersih"])
+
+# berdasarkan ulasan
 def make_pseudo_label(row):
     return label_by_keyword(row["ulasan_bersih"])
 
-# ═══════════════════════════════════════════════════════════════
-# LOAD / TRAIN MODEL
-# ═══════════════════════════════════════════════════════════════
 
-def load_saved_model():
+def rating_confidence(value):
-    """Muat model tersimpan jika ada."""
+    rating = normalize_rating(value)
-    if MODEL_PATH.exists():
+    if rating is None:
-        log("INFO", f"Model tersimpan ditemukan → dimuat dari {MODEL_PATH}")
-        return joblib.load(MODEL_PATH)
         return None
+    if rating in {1, 5}:
+        return 1.0
+    if rating in {2, 4}:
+        return 0.85
+    return 0.7
 
-def train_and_save_model(df):
-    """
-    Latih ComplementNB dengan:
-    - 5-Fold Stratified Cross Validation
-    - GridSearchCV hyperparameter tuning
-    - Evaluasi Macro F1 + classification report
-    """
-    log("INFO", "=" * 55)
-    log("INFO", "TRAINING MODEL NAIVE BAYES (ComplementNB)")
-    log("INFO", "=" * 55)
 
-    X = df["ulasan_bersih"].values
+def apply_rating_priority(row, model_classes=None):
-    y = df["label"].values
+    sentiment_result = row["sentimen"]
+    probability = float(row["probabilitas"])
 
-    label_counts = pd.Series(y).value_counts()
+    # Jika probabilitas model sangat rendah (di bawah 0.5), baru gunakan rating
-    log("INFO", "Distribusi label: " + str(label_counts.to_dict()))
+    if probability < 0.5:
+        rating_label = make_pseudo_label(row)
+        return rating_label, 0.5
     
-    # Minimal 2 kelas dan tiap kelas >= 5
+    return sentiment_result, probability
-    if label_counts.size < 2 or label_counts.min() < 2:
-        log("WARNING", "Data tidak cukup untuk training — pakai pseudo-label langsung.")
-        return None, 0, 0
 
-    # Split 80/20
+    # rating_label = make_pseudo_label(row)
-    can_stratify = label_counts.min() >= 2
+    # rating = normalize_rating(row.get("rating"))
-    X_train, X_test, y_train, y_test = train_test_split(
+    # if rating is None:
-        X, y, test_size=0.2, random_state=SEED,
+    #     return row["sentimen"], float(row["probabilitas"])
-        stratify=y if can_stratify else None
+
+    if row["sentimen"] != rating_label:
+        log(
+            "INFO",
+            f"Override sentimen berdasarkan rating {rating}: model={row['sentimen']} -> final={rating_label}",
         )
-    log("INFO", f"Split — Train: {len(X_train)} | Test: {len(X_test)}")
 
-    kfold = StratifiedKFold(n_splits=min(5, label_counts.min()), shuffle=True, random_state=SEED)
+    probability = rating_confidence(rating)
+    if model_classes is not None and rating_label in model_classes:
+        try:
+            class_index = list(model_classes).index(rating_label)
+            probability = max(float(row["probabilitas_by_class"][class_index]), probability)
+        except Exception:
+            pass
 
-    # ── 5-Fold Cross Validation ──────────────────────────────
+    return rating_label, probability
-    log("INFO", "Menjalankan 5-Fold Cross Validation...")
-    pipe_cv = Pipeline([
-        ("tfidf", TfidfVectorizer(ngram_range=(1,2), min_df=1, sublinear_tf=True)),
-        ("clf",   ComplementNB()),
-    ])
-    cv_scores = cross_val_score(pipe_cv, X_train, y_train, cv=kfold, scoring="f1_macro", n_jobs=-1)
-    log("INFO", f"CV Macro F1 per fold : {[round(s,4) for s in cv_scores]}")
-    log("INFO", f"CV Macro F1 rata-rata: {cv_scores.mean():.4f} ± {cv_scores.std():.4f}")
 
-    # ── GridSearchCV Tuning ───────────────────────────────────
-    log("INFO", "GridSearchCV tuning hiperparameter...")
-    param_grid = {
-        "tfidf__ngram_range":  [(1,1),(1,2)],
-        "tfidf__min_df":       [1, 2, 3],
-        "tfidf__sublinear_tf": [True, False],
-        "clf__alpha":          [0.1, 0.5, 1.0, 2.0],
-        "clf__norm":           [True, False],
-    }
-    pipe_gs = Pipeline([
-        ("tfidf", TfidfVectorizer()),
-        ("clf",   ComplementNB()),
-    ])
-    gs = GridSearchCV(pipe_gs, param_grid, cv=kfold, scoring="f1_macro", n_jobs=-1, refit=True)
-    gs.fit(X_train, y_train)
-
-    best = gs.best_estimator_
-    log("INFO", f"Parameter terbaik : {gs.best_params_}")
-    log("INFO", f"Best CV Macro F1  : {gs.best_score_:.4f}")
-
-    # ── Evaluasi Final ────────────────────────────────────────
-    y_pred   = best.predict(X_test)
-    accuracy = accuracy_score(y_test, y_pred)
-    macro_f1 = f1_score(y_test, y_pred, average="macro", zero_division=0)
-    report   = classification_report(y_test, y_pred, zero_division=0)
-    log("INFO", f"Akurasi       : {accuracy:.4f} ({accuracy*100:.2f}%)")
-    log("INFO", f"Macro F1-Score: {macro_f1:.4f}")
-    log("INFO", f"\nClassification Report:\n{report}")
-
-    # ── Simpan model & metadata ───────────────────────────────
-    joblib.dump(best, MODEL_PATH)
-    report_dict = classification_report(y_test, y_pred, output_dict=True, zero_division=0)
-    metadata = {
-        "model": "ComplementNB (Naive Bayes)",
-        "best_params": gs.best_params_,
-        "cv_macro_f1": {"mean": round(cv_scores.mean(),4), "std": round(cv_scores.std(),4)},
-        "evaluasi_test": {
-            "accuracy": round(accuracy,4),
-            "macro_f1": round(macro_f1,4),
-        },
-        "distribusi_label": pd.Series(y).value_counts().to_dict(),
-    }
-    with open(METADATA_PATH, "w", encoding="utf-8") as f:
-        json.dump(metadata, f, indent=4, ensure_ascii=False)
-
-    log("INFO", f"Model disimpan → {MODEL_PATH}")
-    return best, accuracy, macro_f1
-
-# ═══════════════════════════════════════════════════════════════
-# DATABASE
-# ═══════════════════════════════════════════════════════════════
-
-def read_laravel_env():
-    env = {}
-    env_file = BASE_DIR / ".env"
-    if not env_file.exists():
-        return env
-    for line in env_file.read_text(encoding="utf-8").splitlines():
-        line = line.strip()
-        if not line or line.startswith("#") or "=" not in line:
-            continue
-        key, value = line.split("=", 1)
-        value = value.strip().strip('"').strip("'")
-        env.setdefault(key.strip(), value)
-    return env
-
-def env_value(env, key, default=""):
-    value = os.getenv(key, env.get(key, default))
-    if value in {None, "", "null", "None"}:
-        return default
-    return value
-
-def db_config():
-    env  = read_laravel_env()
-    conn = env_value(env, "DB_CONNECTION", "mysql")
-    if conn == "sqlite":
-        db = env_value(env, "DB_DATABASE", str(BASE_DIR / "database" / "database.sqlite"))
-        db_path = Path(db)
-        if not db_path.is_absolute():
-            db_path = BASE_DIR / db
-        return {"connection": conn, "database": str(db_path)}
-    if conn not in {"mysql", "mariadb"}:
-        fail(f"DB_CONNECTION={conn} belum didukung.")
-    return {
-        "connection": conn,
-        "host":       env_value(env, "DB_HOST", "127.0.0.1"),
-        "port":       int(env_value(env, "DB_PORT", "3306")),
-        "database":   env_value(env, "DB_DATABASE", "sistem_analisis"),
-        "user":       env_value(env, "DB_USERNAME", "root"),
-        "password":   env_value(env, "DB_PASSWORD", ""),
-    }
-
-def make_connections(config):
-    if config["connection"] == "sqlite":
-        engine = create_engine(f"sqlite:///{config['database']}")
-        conn   = sqlite3.connect(config["database"])
-        conn.row_factory = sqlite3.Row
-        return engine, conn
-    url = (
-        "mysql+pymysql://"
-        f"{quote_plus(config['user'])}:{quote_plus(config['password'])}"
-        f"@{config['host']}:{config['port']}/{config['database']}?charset=utf8mb4"
-    )
-    engine = create_engine(url)
-    conn   = pymysql.connect(
-        host=config["host"], port=config["port"],
-        user=config["user"], password=config["password"],
-        database=config["database"], charset="utf8mb4",
-        cursorclass=pymysql.cursors.DictCursor,
-    )
-    return engine, conn
-
-def is_sqlite(conn):
-    return isinstance(conn, sqlite3.Connection)
-
-def prepare_sql(conn, sql):
-    if is_sqlite(conn):
-        return sql.replace("%s", "?").replace("NOW()", "CURRENT_TIMESTAMP")
-    return sql
-
-def execute(cursor, conn, sql, params=()):
-    cursor.execute(prepare_sql(conn, sql), params)
-
-def table_columns(cursor, conn, table):
-    if is_sqlite(conn):
-        cursor.execute(f"PRAGMA table_info({table})")
-        return {row["name"] for row in cursor.fetchall()}
-    cursor.execute(f"SHOW COLUMNS FROM {table}")
-    return {row["Field"] for row in cursor.fetchall()}
-
-# ═══════════════════════════════════════════════════════════════
-# MAIN
-# ═══════════════════════════════════════════════════════════════
 
 def main():
-    import argparse
+    args = parse_args()
-    parser = argparse.ArgumentParser(description="SENTARA — Analisis Sentimen")
-    parser.add_argument("--periode-id", type=int, default=None)
-    args = parser.parse_args()
-
-    log("INFO", "=" * 55)
-    log("INFO", "SENTARA — Sistem Analisis Sentimen Wisata Jember")
-    log("INFO", "=" * 55)
-
     config = db_config()
+    if config["connection"] == "sqlite":
+        log("INFO", f"Menggunakan database SQLite {config['database']}")
+    else:
+        log("INFO", f"Menggunakan database {config['database']} di {config['host']}:{config['port']}")
+
     engine, raw_conn = make_connections(config)
     cursor = raw_conn.cursor()
 
     try:
-        # ── Cari periode ──────────────────────────────────────
         if args.periode_id:
-            execute(cursor, raw_conn,
+            execute(cursor, raw_conn, "SELECT id, nama FROM periode_analisis WHERE id = %s LIMIT 1", (args.periode_id,))
-                "SELECT id, nama FROM periode_analisis WHERE id = %s LIMIT 1",
-                (args.periode_id,))
         else:
             execute(cursor, raw_conn, """
-                SELECT p.id, p.nama FROM periode_analisis p
+                SELECT p.id, p.nama
-                WHERE EXISTS (SELECT 1 FROM ulasan u WHERE u.periode_id = p.id)
+                FROM periode_analisis p
-                ORDER BY p.id DESC LIMIT 1
+                WHERE EXISTS (
+                    SELECT 1 FROM ulasan u WHERE u.periode_id = p.id
+                )
+                ORDER BY p.id DESC
+                LIMIT 1
             """)
         periode = cursor.fetchone()
         if not periode:
-            fail("Belum ada periode dengan ulasan.")
+            fail("Belum ada periode yang memiliki ulasan. Jalankan Ambil Data terlebih dahulu.")
 
         periode_id = periode["id"]
         periode_nama = periode["nama"]
-        log("INFO", f"Periode: {periode_nama} (id={periode_id})")
+        log("INFO", f"Analisis periode terbaru: {periode_nama} (periode_id={periode_id})")
 
-        # ── Ambil ulasan baru (belum dianalisis) ──────────────
         df = pd.read_sql(
-            prepare_sql(raw_conn,
+            prepare_sql(
+                raw_conn,
                 "SELECT u.id, u.wisata, u.reviewer, u.rating, u.ulasan, u.tanggal, u.periode_id "
-                "FROM ulasan u WHERE u.periode_id = %s "
+                
-                "AND NOT EXISTS (SELECT 1 FROM hasil_analisis h WHERE h.ulasan_id = u.id)"
+                #hanya data baru saja yang dianalisis
+                 "FROM ulasan u WHERE u.periode_id = %s AND NOT EXISTS ( SELECT 1 FROM hasil_analisis h WHERE h.ulasan_id = u.id  )"
             ),
-            engine, params=(periode_id,),
+            
+            engine,
+            params=(periode_id,),
         )
 
         if df.empty:
-            fail(f"Tidak ada ulasan baru untuk periode_id={periode_id}.")
+            fail(f"Tidak ada data ulasan untuk periode_id={periode_id}.")
 
-        # ── Validasi & bersihkan ──────────────────────────────
         df = df.dropna(subset=["ulasan"]).copy()
         df["ulasan"] = df["ulasan"].astype(str)
         df = df[df["ulasan"].str.strip().ne("")]
@@ -470,82 +342,105 @@ def main():
         df = df[df["ulasan"].str.len() > 5]
 
         if df.empty:
-            fail("Data kosong setelah validasi.")
+            fail("Data ulasan kosong setelah validasi teks.")
 
-        # ── Preprocessing ─────────────────────────────────────
-        log("INFO", "Preprocessing teks (6 tahap)...")
         df["ulasan_bersih"] = df["ulasan"].apply(preprocess_text)
         df = df[df["ulasan_bersih"].str.strip().ne("")].copy()
-        log("INFO", f"Data valid setelah preprocessing: {len(df)} baris")
 
-        # ── Pseudo-label ──────────────────────────────────────
+        if df.empty:
+            fail("Data kosong setelah preprocessing. Tidak ada teks yang bisa dianalisis.")
+
         df["label"] = df.apply(make_pseudo_label, axis=1)
         label_counts = df["label"].value_counts()
-        log("INFO", "Distribusi pseudo-label: " + str(label_counts.to_dict()))
+        log("INFO", "Distribusi pseudo-label: " + ", ".join(f"{k}={v}" for k, v in label_counts.items()))
 
-        # ── Load atau Train model ─────────────────────────────
+        use_model = True
-        saved_pipeline = load_saved_model()
+        if label_counts.size < 2:
+            use_model = False
+            log("WARNING", "Jumlah kelas kurang dari 2. Prediksi memakai pseudo-label langsung tanpa training model.")
 
-        if saved_pipeline is not None:
+        can_stratify = label_counts.min() >= 2
-            # Pakai model tersimpan (dari training manual sebelumnya)
+        if not can_stratify:
-            log("INFO", "Menggunakan model tersimpan untuk prediksi.")
+            log("WARNING", "Ada kelas dengan jumlah data kurang dari 2. Split evaluasi dibuat tanpa stratify.")
-            best_pipeline = saved_pipeline
+
-            # Baca metadata akurasi
+        report = {"weighted avg": {"precision": 0, "recall": 0, "f1-score": 0}}
-            accuracy = macro_f1 = 0.0
+        accuracy = 0
-            if METADATA_PATH.exists():
+
-                with open(METADATA_PATH, encoding="utf-8") as f:
+        if use_model:
-                    meta = json.load(f)
+            X = df["ulasan_bersih"]
-                accuracy = meta.get("evaluasi_test", {}).get("accuracy", 0)
+            y = df["label"]
-                macro_f1 = meta.get("evaluasi_test", {}).get("macro_f1", 0)
+
-                log("INFO", f"Akurasi model tersimpan : {accuracy:.4f}")
+            if len(df) >= 5:
-                log("INFO", f"Macro F1 model tersimpan: {macro_f1:.4f}")
+                X_train, X_test, y_train, y_test = train_test_split(
-            report_dict = {"weighted avg": {"precision": accuracy, "recall": accuracy, "f1-score": macro_f1}}
+                    X,
+                    y,
+                    test_size=0.2,
+                    random_state=42,
+                    stratify=y if can_stratify else None,
+                )
             else:
-            # Tidak ada model → train dari pseudo-label
+                log("WARNING", "Data kurang dari 5 baris. Evaluasi memakai data latih yang sama.")
-            log("WARNING",
+                X_train, X_test, y_train, y_test = X, X, y, y
-                "Model belum tersimpan. Training dari pseudo-label.\n"
-                "Untuk akurasi lebih baik, latih dengan dataset berlabel manual:\n"
-                "python analisis.py --mode train --dataset data_berlabel.csv")
-            best_pipeline, accuracy, macro_f1 = train_and_save_model(df)
 
-            if best_pipeline is None:
+            vectorizer = TfidfVectorizer(max_features=5000, ngram_range=(1, 2))
-                # Fallback: langsung pakai pseudo-label
+            X_train_vec = vectorizer.fit_transform(X_train)
+            X_test_vec = vectorizer.transform(X_test)
+
+
+            #ComplementNB lebih cocok untuk data yang tidak seimbang, dan sering memberikan hasil lebih baik pada teks dibanding MultinomialNB
+            model = ComplementNB()
+            model.fit(X_train_vec, y_train)
+
+            model_dir = BASE_DIR / "storage" / "models"
+            model_dir.mkdir(parents=True, exist_ok=True)
+            joblib.dump(model, model_dir / f"model_periode_{periode_id}.pkl")
+            joblib.dump(vectorizer, model_dir / f"vectorizer_periode_{periode_id}.pkl")
+            log("INFO", f"Model disimpan: model_periode_{periode_id}.pkl")
+
+            y_pred = model.predict(X_test_vec)
+            report = classification_report(y_test, y_pred, output_dict=True, zero_division=0)
+            accuracy = accuracy_score(y_test, y_pred)
+
+            X_all_vec = vectorizer.transform(df["ulasan_bersih"])
+            df["sentimen"] = model.predict(X_all_vec)
+            probability_matrix = model.predict_proba(X_all_vec) #probabilitasnya 
+            df["probabilitas"] = probability_matrix.max(axis=1)
+            df["probabilitas"] = df["probabilitas"].clip(upper=0.99)
+            df["probabilitas_by_class"] = list(probability_matrix)
+            final_results = df.apply(lambda row: apply_rating_priority(row, model.classes_), axis=1)
+            df["sentimen"] = [result[0] for result in final_results]
+            df["probabilitas"] = [result[1] for result in final_results]
+            df = df.drop(columns=["probabilitas_by_class"])
+        else:
             df["sentimen"] = df["label"]
-                df["probabilitas"] = 0.60
+            df["probabilitas"] = df["rating"].apply(lambda rating: rating_confidence(rating) or 0.7)
-                accuracy = macro_f1 = 0.0
-                report_dict = {"weighted avg": {"precision": 0, "recall": 0, "f1-score": 0}}
-            else:
-                report_dict = {"weighted avg": {"precision": accuracy, "recall": accuracy, "f1-score": macro_f1}}
 
-        # ── Prediksi ──────────────────────────────────────────
+        log("INFO", "Evaluasi memakai pseudo-label dari rating/rule otomatis, bukan label manual.")
-        if best_pipeline is not None:
-            log("INFO", "Memprediksi sentimen...")
-            df["sentimen"]    = best_pipeline.predict(df["ulasan_bersih"])
-            prob_matrix       = best_pipeline.predict_proba(df["ulasan_bersih"])
-            df["probabilitas"] = prob_matrix.max(axis=1).clip(max=0.99)
 
-            # Post-processing: probabilitas rendah → fallback kamus
+        # execute(cursor, raw_conn, "DELETE FROM hasil_analisis WHERE periode_id = %s", (periode_id,))
-            mask_low = df["probabilitas"] < 0.45
+        # execute(cursor, raw_conn, "DELETE FROM evaluasi_model WHERE periode_id = %s", (periode_id,))
-            if mask_low.sum() > 0:
-                log("INFO", f"{mask_low.sum()} ulasan probabilitas rendah → fallback ke kamus")
-                df.loc[mask_low, "sentimen"]    = df.loc[mask_low, "ulasan_bersih"].apply(label_by_keyword)
-                df.loc[mask_low, "probabilitas"] = 0.50
 
-        dist = df["sentimen"].value_counts().to_dict()
-        log("INFO", f"Distribusi sentimen hasil: {dist}")
-
-        # ── Simpan ke hasil_analisis ──────────────────────────
         hasil_columns = table_columns(cursor, raw_conn, "hasil_analisis")
         insert_columns = [
-            "ulasan_id","wisata","ulasan_asli","ulasan_bersih",
+            "ulasan_id",
-            "hasil_preprocessing","sentimen","probabilitas",
+            "wisata",
-            "periode_id","created_at","updated_at",
+            "ulasan_asli",
+            "ulasan_bersih",
+            "hasil_preprocessing",
+            "sentimen",
+            "probabilitas",
+            "periode_id",
+            "created_at",
+            "updated_at",
         ]
         if "ulasan_terolah" in hasil_columns:
             insert_columns.insert(3, "ulasan_terolah")
 
         placeholders = ", ".join(["%s"] * (len(insert_columns) - 2) + ["NOW()", "NOW()"])
-        insert_sql   = f"INSERT INTO hasil_analisis ({', '.join(insert_columns)}) VALUES ({placeholders})"
+        insert_hasil = f"""
+            INSERT INTO hasil_analisis ({", ".join(insert_columns)})
+            VALUES ({placeholders})
+        """
 
         for _, row in df.fillna("").iterrows():
             values = [
@@ -560,24 +455,33 @@ def main():
             ]
             if "ulasan_terolah" in hasil_columns:
                 values.insert(3, str(row["ulasan_bersih"]))
-            execute(cursor, raw_conn, insert_sql, tuple(values))
 
-        # ── Simpan ke evaluasi_model ──────────────────────────
+            execute(cursor, raw_conn, insert_hasil, tuple(values))
-        weighted = report_dict.get("weighted avg", {})
+
-        execute(cursor, raw_conn, """
+        weighted = report.get("weighted avg", {})
+        execute(
+            cursor,
+            raw_conn,
+            """
             INSERT INTO evaluasi_model
             (`precision`, `recall`, f1_score, accuracy, tp, tn, fp, fn, periode_id, created_at, updated_at)
             VALUES (%s, %s, %s, %s, %s, %s, %s, %s, %s, NOW(), NOW())
-        """, (
+            """,
+            (
                 float(weighted.get("precision", 0)),
                 float(weighted.get("recall", 0)),
-            float(weighted.get("f1-score",  macro_f1)),
+                float(weighted.get("f1-score", 0)),
                 float(accuracy),
-            0, 0, 0, 0, periode_id,
+                0,
-        ))
+                0,
+                0,
+                0,
+                periode_id,
+            ),
+        )
 
         raw_conn.commit()
-        log("OK", f"{len(df)} hasil analisis disimpan untuk periode '{periode_nama}'.")
+        log("OK", f"{len(df)} hasil analisis disimpan untuk periode {periode_nama}.")
         log("OK", "Analisis selesai.")
 
     except SystemExit:

scraper/analisis_backup.py

@@ -1,485 +0,0 @@
-# -*- coding: utf-8 -*-
-import argparse
-import os
-import re
-import sys
-import sqlite3
-from pathlib import Path
-from urllib.parse import quote_plus
-
-import pandas as pd
-import pymysql
-from sqlalchemy import create_engine
-
-from sklearn.feature_extraction.text import TfidfVectorizer
-from sklearn.metrics import accuracy_score, classification_report
-from sklearn.model_selection import train_test_split
-from sklearn.naive_bayes import ComplementNB
-
-from Sastrawi.Stemmer.StemmerFactory import StemmerFactory
-from Sastrawi.StopWordRemover.StopWordRemoverFactory import StopWordRemoverFactory
-
-sys.stdout.reconfigure(encoding="utf-8")
-sys.stderr.reconfigure(encoding="utf-8")
-
-BASE_DIR = Path(__file__).resolve().parents[1]
-
-
-def log(level, message):
-    print(f"[{level}] {message}", flush=True)
-
-
-def fail(message, code=1):
-    log("ERROR", message)
-    sys.exit(code)
-
-
-def parse_args():
-    parser = argparse.ArgumentParser(description="Analisis sentimen ulasan untuk satu periode.")
-    parser.add_argument("--periode-id", type=int, help="ID periode yang dianalisis. Default: periode terbaru.")
-    return parser.parse_args()
-
-
-def read_laravel_env():
-    env = {}
-    env_file = BASE_DIR / ".env"
-    if not env_file.exists():
-        return env
-
-    for line in env_file.read_text(encoding="utf-8").splitlines():
-        line = line.strip()
-        if not line or line.startswith("#") or "=" not in line:
-            continue
-        key, value = line.split("=", 1)
-        value = value.strip().strip('"').strip("'")
-        env.setdefault(key.strip(), value)
-
-    return env
-
-
-def env_value(env, key, default=""):
-    value = os.getenv(key, env.get(key, default))
-    if value in {None, "", "null", "None"}:
-        return default
-    return value
-
-
-def db_config():
-    env = read_laravel_env()
-    connection = env_value(env, "DB_CONNECTION", "mysql")
-
-    if connection == "sqlite":
-        database = env_value(env, "DB_DATABASE", str(BASE_DIR / "database" / "database.sqlite"))
-        database_path = Path(database)
-        if not database_path.is_absolute():
-            database_path = BASE_DIR / database
-
-        return {
-            "connection": connection,
-            "database": str(database_path),
-        }
-
-    if connection not in {"mysql", "mariadb"}:
-        fail(f"DB_CONNECTION={connection} belum didukung oleh analisis.py. Gunakan sqlite/mysql/mariadb.")
-
-    return {
-        "connection": connection,
-        "host": env_value(env, "DB_HOST", "127.0.0.1"),
-        "port": int(env_value(env, "DB_PORT", "3306")),
-        "database": env_value(env, "DB_DATABASE", "sistem_analisis"),
-        "user": env_value(env, "DB_USERNAME", "root"),
-        "password": env_value(env, "DB_PASSWORD", ""),
-    }
-
-
-def make_connections(config):
-    if config["connection"] == "sqlite":
-        engine = create_engine(f"sqlite:///{config['database']}")
-        conn = sqlite3.connect(config["database"])
-        conn.row_factory = sqlite3.Row
-        return engine, conn
-
-    engine_url = (
-        "mysql+pymysql://"
-        f"{quote_plus(config['user'])}:{quote_plus(config['password'])}"
-        f"@{config['host']}:{config['port']}/{config['database']}?charset=utf8mb4"
-    )
-    engine = create_engine(engine_url)
-    conn = pymysql.connect(
-        host=config["host"],
-        port=config["port"],
-        user=config["user"],
-        password=config["password"],
-        database=config["database"],
-        charset="utf8mb4",
-        cursorclass=pymysql.cursors.DictCursor,
-    )
-    return engine, conn
-
-
-def is_sqlite_connection(conn):
-    return isinstance(conn, sqlite3.Connection)
-
-
-def prepare_sql(conn, sql):
-    if is_sqlite_connection(conn):
-        return sql.replace("%s", "?").replace("NOW()", "CURRENT_TIMESTAMP")
-    return sql
-
-
-def execute(cursor, conn, sql, params=()):
-    cursor.execute(prepare_sql(conn, sql), params)
-
-
-def table_columns(cursor, conn, table):
-    if is_sqlite_connection(conn):
-        cursor.execute(f"PRAGMA table_info({table})")
-        return {row["name"] for row in cursor.fetchall()}
-
-    cursor.execute(f"SHOW COLUMNS FROM {table}")
-    return {row["Field"] for row in cursor.fetchall()}
-
-
-SLANG_MAP = {
-    "ga": "tidak",
-    "gak": "tidak",
-    "gk": "tidak",
-    "nggak": "tidak",
-    "ngga": "tidak",
-    "ngak": "tidak",
-    "bgt": "banget",
-    "yg": "yang",
-    "tp": "tapi",
-}
-
-POSITIF_WORDS = {
-    "bagus", "indah", "mantap", "keren", "cantik", "menarik", "nyaman",
-    "bersih", "recommended", "rekomendasi", "suka", "senang", "puas",
-    "murah", "asyik", "ramah", "worth", "spektakuler", "memukau",
-    "sejuk", "kece", "amazing", "beautiful", "good", "nice", "best",
-    "great", "perfect", "recommend", "memuaskan", "menyenangkan", "view",
-    "seru", "enak", "adem",
-}
-
-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",
-}
-
-
-stemmer = StemmerFactory().create_stemmer()
-stopwords = set(StopWordRemoverFactory().get_stop_words())
-stopwords.discard("tidak")
-stopwords.discard("bukan")
-stopwords.discard("jangan")
-
-
-def normalize_rating(value):
-    if pd.isna(value):
-        return None
-    match = re.search(r"([1-5])", str(value))
-    return int(match.group(1)) if match else None
-
-
-def preprocess_text(text):
-    text = str(text).lower()
-    text = re.sub(r"https?://\S+|www\.\S+", " ", text)
-    text = re.sub(r"[^a-z\s]", " ", text)
-    text = re.sub(r"\s+", " ", text).strip()
-
-    words = [SLANG_MAP.get(word, word) for word in text.split()]
-    words = [word for word in words if word not in stopwords and len(word) > 2]
-
-    return stemmer.stem(" ".join(words)).strip()
-
-
-# def label_by_keyword(clean_text):
-#     words = set(clean_text.split())
-#     positive_score = len(words & POSITIF_WORDS)
-#     negative_score = len(words & NEGATIF_WORDS)
-
-#     if positive_score > negative_score:
-#         return "positif"
-#     if negative_score > positive_score:
-#         return "negatif"
-#     return "netral"
-
-
-def label_by_keyword(clean_text):
-    words = clean_text.split()
-
-    positive_score = sum(1 for word in words if word in POSITIF_WORDS)
-    negative_score = sum(1 for word in words if word in NEGATIF_WORDS)
-
-    if positive_score > negative_score:
-        return "positif"
-
-    elif negative_score > positive_score:
-        return "negatif"
-
-    return "netral"
-
-
-# def make_pseudo_label(row):
-#     rating = normalize_rating(row.get("rating"))
-#     if rating is not None:
-#         if rating >= 4:
-#             return "positif"
-#         if rating == 3:
-#             return "netral"
-#         return "negatif"
-
-#     return label_by_keyword(row["ulasan_bersih"])
-
-def make_pseudo_label(row):
-    return label_by_keyword(row["ulasan_bersih"])
-
-
-def rating_confidence(value):
-    rating = normalize_rating(value)
-    if rating is None:
-        return None
-    if rating in {1, 5}:
-        return 1.0
-    if rating in {2, 4}:
-        return 0.85
-    return 0.7
-
-
-def apply_rating_priority(row, model_classes=None):
-    sentiment_result = row["sentimen"]
-    probability = float(row["probabilitas"])
-
-    # Jika probabilitas model sangat rendah (di bawah 0.5), baru gunakan rating
-    if probability < 0.5:
-        rating_label = make_pseudo_label(row)
-        return rating_label, 0.5
-    
-    return sentiment_result, probability
-
-    # rating_label = make_pseudo_label(row)
-    # rating = normalize_rating(row.get("rating"))
-    # if rating is None:
-    #     return row["sentimen"], float(row["probabilitas"])
-
-    if row["sentimen"] != rating_label:
-        log(
-            "INFO",
-            f"Override sentimen berdasarkan rating {rating}: model={row['sentimen']} -> final={rating_label}",
-        )
-
-    probability = rating_confidence(rating)
-    if model_classes is not None and rating_label in model_classes:
-        try:
-            class_index = list(model_classes).index(rating_label)
-            probability = max(float(row["probabilitas_by_class"][class_index]), probability)
-        except Exception:
-            pass
-
-    return rating_label, probability
-
-
-def main():
-    args = parse_args()
-    config = db_config()
-    if config["connection"] == "sqlite":
-        log("INFO", f"Menggunakan database SQLite {config['database']}")
-    else:
-        log("INFO", f"Menggunakan database {config['database']} di {config['host']}:{config['port']}")
-
-    engine, raw_conn = make_connections(config)
-    cursor = raw_conn.cursor()
-
-    try:
-        if args.periode_id:
-            execute(cursor, raw_conn, "SELECT id, nama FROM periode_analisis WHERE id = %s LIMIT 1", (args.periode_id,))
-        else:
-            execute(cursor, raw_conn, """
-                SELECT p.id, p.nama
-                FROM periode_analisis p
-                WHERE EXISTS (
-                    SELECT 1 FROM ulasan u WHERE u.periode_id = p.id
-                )
-                ORDER BY p.id DESC
-                LIMIT 1
-            """)
-        periode = cursor.fetchone()
-        if not periode:
-            fail("Belum ada periode yang memiliki ulasan. Jalankan Ambil Data terlebih dahulu.")
-
-        periode_id = periode["id"]
-        periode_nama = periode["nama"]
-        log("INFO", f"Analisis periode terbaru: {periode_nama} (periode_id={periode_id})")
-
-        df = pd.read_sql(
-            prepare_sql(
-                raw_conn,
-                "SELECT u.id, u.wisata, u.reviewer, u.rating, u.ulasan, u.tanggal, u.periode_id "
-                 "FROM ulasan u WHERE u.periode_id = %s AND NOT EXISTS ( SELECT 1 FROM hasil_analisis h WHERE h.ulasan_id = u.id  )"
-            ),
-            
-            engine,
-            params=(periode_id,),
-        )
-
-        if df.empty:
-            fail(f"Tidak ada data ulasan untuk periode_id={periode_id}.")
-
-        df = df.dropna(subset=["ulasan"]).copy()
-        df["ulasan"] = df["ulasan"].astype(str)
-        df = df[df["ulasan"].str.strip().ne("")]
-        df = df[df["ulasan"].str.strip().ne("0")]
-        df = df[~df["ulasan"].str.contains(r"\[Tanpa teks\]", na=False)]
-        df = df[df["ulasan"].str.len() > 5]
-
-        if df.empty:
-            fail("Data ulasan kosong setelah validasi teks.")
-
-        df["ulasan_bersih"] = df["ulasan"].apply(preprocess_text)
-        df = df[df["ulasan_bersih"].str.strip().ne("")].copy()
-
-        if df.empty:
-            fail("Data kosong setelah preprocessing. Tidak ada teks yang bisa dianalisis.")
-
-        df["label"] = df.apply(make_pseudo_label, axis=1)
-        label_counts = df["label"].value_counts()
-        log("INFO", "Distribusi pseudo-label: " + ", ".join(f"{k}={v}" for k, v in label_counts.items()))
-
-        use_model = True
-        if label_counts.size < 2:
-            use_model = False
-            log("WARNING", "Jumlah kelas kurang dari 2. Prediksi memakai pseudo-label langsung tanpa training model.")
-
-        can_stratify = label_counts.min() >= 2
-        if not can_stratify:
-            log("WARNING", "Ada kelas dengan jumlah data kurang dari 2. Split evaluasi dibuat tanpa stratify.")
-
-        report = {"weighted avg": {"precision": 0, "recall": 0, "f1-score": 0}}
-        accuracy = 0
-
-        if use_model:
-            X = df["ulasan_bersih"]
-            y = df["label"]
-
-            if len(df) >= 5:
-                X_train, X_test, y_train, y_test = train_test_split(
-                    X,
-                    y,
-                    test_size=0.2,
-                    random_state=42,
-                    stratify=y if can_stratify else None,
-                )
-            else:
-                log("WARNING", "Data kurang dari 5 baris. Evaluasi memakai data latih yang sama.")
-                X_train, X_test, y_train, y_test = X, X, y, y
-
-            vectorizer = TfidfVectorizer(max_features=5000, ngram_range=(1, 2))
-            X_train_vec = vectorizer.fit_transform(X_train)
-            X_test_vec = vectorizer.transform(X_test)
-
-            model = ComplementNB()
-            model.fit(X_train_vec, y_train)
-
-            y_pred = model.predict(X_test_vec)
-            report = classification_report(y_test, y_pred, output_dict=True, zero_division=0)
-            accuracy = accuracy_score(y_test, y_pred)
-
-            X_all_vec = vectorizer.transform(df["ulasan_bersih"])
-            df["sentimen"] = model.predict(X_all_vec)
-            probability_matrix = model.predict_proba(X_all_vec)
-            df["probabilitas"] = probability_matrix.max(axis=1)
-            df["probabilitas"] = df["probabilitas"].clip(upper=0.99)
-            df["probabilitas_by_class"] = list(probability_matrix)
-            final_results = df.apply(lambda row: apply_rating_priority(row, model.classes_), axis=1)
-            df["sentimen"] = [result[0] for result in final_results]
-            df["probabilitas"] = [result[1] for result in final_results]
-            df = df.drop(columns=["probabilitas_by_class"])
-        else:
-            df["sentimen"] = df["label"]
-            df["probabilitas"] = df["rating"].apply(lambda rating: rating_confidence(rating) or 0.7)
-
-        log("INFO", "Evaluasi memakai pseudo-label dari rating/rule otomatis, bukan label manual.")
-
-        # execute(cursor, raw_conn, "DELETE FROM hasil_analisis WHERE periode_id = %s", (periode_id,))
-        # execute(cursor, raw_conn, "DELETE FROM evaluasi_model WHERE periode_id = %s", (periode_id,))
-
-        hasil_columns = table_columns(cursor, raw_conn, "hasil_analisis")
-        insert_columns = [
-            "ulasan_id",
-            "wisata",
-            "ulasan_asli",
-            "ulasan_bersih",
-            "hasil_preprocessing",
-            "sentimen",
-            "probabilitas",
-            "periode_id",
-            "created_at",
-            "updated_at",
-        ]
-        if "ulasan_terolah" in hasil_columns:
-            insert_columns.insert(3, "ulasan_terolah")
-
-        placeholders = ", ".join(["%s"] * (len(insert_columns) - 2) + ["NOW()", "NOW()"])
-        insert_hasil = f"""
-            INSERT INTO hasil_analisis ({", ".join(insert_columns)})
-            VALUES ({placeholders})
-        """
-
-        for _, row in df.fillna("").iterrows():
-            values = [
-                int(row["id"]),
-                str(row["wisata"]),
-                str(row["ulasan"]),
-                str(row["ulasan_bersih"]),
-                str(row["ulasan_bersih"]),
-                str(row["sentimen"]).lower(),
-                float(row["probabilitas"]),
-                periode_id,
-            ]
-            if "ulasan_terolah" in hasil_columns:
-                values.insert(3, str(row["ulasan_bersih"]))
-
-            execute(cursor, raw_conn, insert_hasil, tuple(values))
-
-        weighted = report.get("weighted avg", {})
-        execute(
-            cursor,
-            raw_conn,
-            """
-            INSERT INTO evaluasi_model
-            (`precision`, `recall`, f1_score, accuracy, tp, tn, fp, fn, periode_id, created_at, updated_at)
-            VALUES (%s, %s, %s, %s, %s, %s, %s, %s, %s, NOW(), NOW())
-            """,
-            (
-                float(weighted.get("precision", 0)),
-                float(weighted.get("recall", 0)),
-                float(weighted.get("f1-score", 0)),
-                float(accuracy),
-                0,
-                0,
-                0,
-                0,
-                periode_id,
-            ),
-        )
-
-        raw_conn.commit()
-        log("OK", f"{len(df)} hasil analisis disimpan untuk periode {periode_nama}.")
-        log("OK", "Analisis selesai.")
-
-    except SystemExit:
-        raw_conn.rollback()
-        raise
-    except Exception as exc:
-        raw_conn.rollback()
-        fail(f"Analisis gagal: {exc}")
-    finally:
-        raw_conn.close()
-        engine.dispose()
-
-
-if __name__ == "__main__":
-    main()

scraper/analisis_baru.py

@@ -1,329 +0,0 @@
-# -*- coding: utf-8 -*-
-
-import re
-import sys
-import pickle
-
-from pathlib import Path
-from urllib.parse import quote_plus
-
-import pandas as pd
-import pymysql
-from sqlalchemy import create_engine
-
-from Sastrawi.Stemmer.StemmerFactory import StemmerFactory
-
-import nltk
-from nltk.corpus import stopwords
-
-# =========================
-# UTF-8
-# =========================
-
-sys.stdout.reconfigure(encoding='utf-8')
-sys.stderr.reconfigure(encoding='utf-8')
-
-# =========================
-# NLTK
-# =========================
-
-nltk.download('stopwords')
-
-# =========================
-# BASE DIRECTORY
-# =========================
-
-BASE_DIR = Path(__file__).resolve().parents[1]
-
-# =========================
-# LOAD MODEL
-# =========================
-
-with open('model/model_sentiment.pkl', 'rb') as file:
-    model = pickle.load(file)
-
-with open('model/tfidf_vectorizer.pkl', 'rb') as file:
-    tfidf = pickle.load(file)
-
-# =========================
-# PREPROCESSING
-# =========================
-
-stop_words = set(stopwords.words('indonesian'))
-
-factory = StemmerFactory()
-stemmer = factory.create_stemmer()
-
-def preprocess_text(text):
-
-    # handle null
-    if text is None:
-        return ''
-
-    # ubah string
-    text = str(text)
-
-    # lowercase
-    text = text.lower()
-
-    # hapus angka
-    text = re.sub(r'\d+', '', text)
-
-    # hapus simbol
-    text = re.sub(r'[^\w\s]', '', text)
-
-    # hapus spasi berlebih
-    text = re.sub(r'\s+', ' ', text).strip()
-
-    # tokenizing
-    words = text.split()
-
-    # stopword removal
-    words = [word for word in words if word not in stop_words]
-
-    # stemming
-    words = [stemmer.stem(word) for word in words]
-
-    return ' '.join(words)
-
-# =========================
-# READ LARAVEL .ENV
-# =========================
-
-def read_laravel_env():
-
-    env = {}
-
-    env_file = BASE_DIR / '.env'
-
-    if not env_file.exists():
-        return env
-
-    for line in env_file.read_text(encoding='utf-8').splitlines():
-
-        line = line.strip()
-
-        if not line:
-            continue
-
-        if line.startswith('#'):
-            continue
-
-        if '=' not in line:
-            continue
-
-        key, value = line.split('=', 1)
-
-        env[key.strip()] = value.strip()
-
-    return env
-
-env = read_laravel_env()
-
-DB_HOST = env.get('DB_HOST', '127.0.0.1')
-DB_PORT = env.get('DB_PORT', '3306')
-DB_DATABASE = env.get('DB_DATABASE', 'sistem_analisis')
-DB_USERNAME = env.get('DB_USERNAME', 'root')
-DB_PASSWORD = env.get('DB_PASSWORD', '')
-
-# =========================
-# DATABASE CONNECTION
-# =========================
-
-engine_url = (
-    "mysql+pymysql://"
-    f"{quote_plus(DB_USERNAME)}:{quote_plus(DB_PASSWORD)}"
-    f"@{DB_HOST}:{DB_PORT}/{DB_DATABASE}?charset=utf8mb4"
-)
-
-engine = create_engine(engine_url)
-
-# =========================
-# VALIDASI ARGUMENT
-# =========================
-
-if len(sys.argv) < 2:
-
-    print("periode_id tidak ditemukan")
-    sys.exit()
-
-periode_id = sys.argv[1]
-
-# =========================
-# AMBIL DATA ULASAN
-# =========================
-
-query = f"""
-SELECT
-    id,
-    wisata,
-    ulasan,
-    rating,
-    tanggal,
-    periode_id
-FROM ulasan
-WHERE periode_id = {periode_id}
-AND id NOT IN (
-    SELECT ulasan_id
-    FROM hasil_analisis
-)
-"""
-
-df = pd.read_sql(query, engine)
-
-# =========================
-# VALIDASI DATA
-# =========================
-
-if df.empty:
-
-    print("Tidak ada data baru untuk dianalisis.")
-    sys.exit()
-
-# =========================
-# FILTER DATA KOTOR
-# =========================
-
-clean_rows = []
-
-for _, row in df.iterrows():
-
-    ulasan = str(row['ulasan']).strip()
-
-    # skip kosong
-    if ulasan == '':
-        continue
-
-    # skip null text
-    if ulasan.lower() == '[tanpa teks]':
-        continue
-
-    # skip pendek
-    if len(ulasan) < 5:
-        continue
-
-    # skip angka semua
-    if ulasan.isdigit():
-        continue
-
-    clean_rows.append(row)
-
-# =========================
-# DATAFRAME BERSIH
-# =========================
-
-if len(clean_rows) == 0:
-
-    print("Tidak ada data bersih untuk dianalisis.")
-    sys.exit()
-
-df = pd.DataFrame(clean_rows)
-
-# =========================
-# HAPUS DUPLIKAT
-# =========================
-
-df = df.drop_duplicates(subset=['ulasan'])
-
-# =========================
-# PREPROCESSING
-# =========================
-
-df['ulasan_bersih'] = df['ulasan'].apply(preprocess_text)
-
-# =========================
-# HAPUS YANG JADI KOSONG
-# =========================
-
-df = df[df['ulasan_bersih'].str.strip() != '']
-
-# =========================
-# VALIDASI ULANG
-# =========================
-
-if df.empty:
-
-    print("Tidak ada data valid setelah preprocessing.")
-    sys.exit()
-
-# =========================
-# TF-IDF
-# =========================
-
-X = tfidf.transform(df['ulasan_bersih'])
-
-# =========================
-# PREDIKSI SENTIMEN
-# =========================
-
-df['sentimen'] = model.predict(X)
-
-probability_matrix = model.predict_proba(X)
-
-df['probabilitas'] = probability_matrix.max(axis=1)
-
-# =========================
-# SIMPAN KE DATABASE
-# =========================
-
-conn = engine.raw_connection()
-
-cursor = conn.cursor()
-
-jumlah_berhasil = 0
-
-for _, row in df.iterrows():
-
-    try:
-
-        sql = """
-        INSERT INTO hasil_analisis
-        (
-            ulasan_id,
-            wisata,
-            ulasan_asli,
-            ulasan_terolah,
-            ulasan_bersih,
-            hasil_preprocessing,
-            sentimen,
-            probabilitas,
-            periode_id,
-            created_at,
-            updated_at
-        )
-        VALUES
-        (
-            %s,%s,%s,%s,%s,%s,%s,%s,%s,NOW(),NOW()
-        )
-        """
-
-        values = (
-            int(row['id']),
-            str(row['wisata']),
-            str(row['ulasan']),
-            str(row['ulasan_bersih']),
-            str(row['ulasan_bersih']),
-            str(row['ulasan_bersih']),
-            str(row['sentimen']),
-            float(row['probabilitas']),
-            int(row['periode_id'])
-        )
-
-        cursor.execute(sql, values)
-
-        jumlah_berhasil += 1
-
-    except Exception as e:
-
-        print(f"Gagal insert data ID {row['id']} : {e}")
-
-conn.commit()
-
-cursor.close()
-conn.close()
-
-# =========================
-# OUTPUT
-# =========================
-
-print(f"{jumlah_berhasil} data berhasil dianalisis!")

scraper/scraping_pipeline.py

@@ -2,6 +2,7 @@
 import argparse
 import os
 import tempfile
+import hashlib
 
 from networkx import config
 import undetected_chromedriver as uc

storage/framework/views/10ee49aecb46b4eac9b0217a359f795e.php

@@ -1,5 +0,0 @@
-<?php $__env->startSection('title', __('Not Found')); ?>
-<?php $__env->startSection('code', '404'); ?>
-<?php $__env->startSection('message', __('Not Found')); ?>
-
-<?php echo $__env->make('errors::minimal', array_diff_key(get_defined_vars(), ['__data' => 1, '__path' => 1]))->render(); ?><?php /**PATH C:\laragon\www\SistemAnalisisSentimen\vendor\laravel\framework\src\Illuminate\Foundation\Exceptions/views/404.blade.php ENDPATH**/ ?>

storage/framework/views/4ddda1d400d20a99c44d449f2ad28fac.php

@@ -0,0 +1,117 @@
+<?php if($paginator->hasPages()): ?>
+    <nav role="navigation" aria-label="<?php echo e(__('Pagination Navigation')); ?>" class="flex items-center justify-between">
+        <div class="flex justify-between flex-1 sm:hidden">
+            <?php if($paginator->onFirstPage()): ?>
+                <span class="relative inline-flex items-center px-4 py-2 text-sm font-medium text-gray-500 bg-white border border-gray-300 cursor-default leading-5 rounded-md dark:text-gray-600 dark:bg-gray-800 dark:border-gray-600">
+                    <?php echo __('pagination.previous'); ?>
+
+                </span>
+            <?php else: ?>
+                <a href="<?php echo e($paginator->previousPageUrl()); ?>" class="relative inline-flex items-center px-4 py-2 text-sm font-medium text-gray-700 bg-white border border-gray-300 leading-5 rounded-md hover:text-gray-500 focus:outline-none focus:ring ring-gray-300 focus:border-blue-300 active:bg-gray-100 active:text-gray-700 transition ease-in-out duration-150 dark:bg-gray-800 dark:border-gray-600 dark:text-gray-300 dark:focus:border-blue-700 dark:active:bg-gray-700 dark:active:text-gray-300">
+                    <?php echo __('pagination.previous'); ?>
+
+                </a>
+            <?php endif; ?>
+
+            <?php if($paginator->hasMorePages()): ?>
+                <a href="<?php echo e($paginator->nextPageUrl()); ?>" class="relative inline-flex items-center px-4 py-2 ml-3 text-sm font-medium text-gray-700 bg-white border border-gray-300 leading-5 rounded-md hover:text-gray-500 focus:outline-none focus:ring ring-gray-300 focus:border-blue-300 active:bg-gray-100 active:text-gray-700 transition ease-in-out duration-150 dark:bg-gray-800 dark:border-gray-600 dark:text-gray-300 dark:focus:border-blue-700 dark:active:bg-gray-700 dark:active:text-gray-300">
+                    <?php echo __('pagination.next'); ?>
+
+                </a>
+            <?php else: ?>
+                <span class="relative inline-flex items-center px-4 py-2 ml-3 text-sm font-medium text-gray-500 bg-white border border-gray-300 cursor-default leading-5 rounded-md dark:text-gray-600 dark:bg-gray-800 dark:border-gray-600">
+                    <?php echo __('pagination.next'); ?>
+
+                </span>
+            <?php endif; ?>
+        </div>
+
+        <div class="hidden sm:flex-1 sm:flex sm:items-center sm:justify-between">
+            <div>
+                <p class="text-sm text-gray-700 leading-5 dark:text-gray-400">
+                    <?php echo __('Showing'); ?>
+
+                    <?php if($paginator->firstItem()): ?>
+                        <span class="font-medium"><?php echo e($paginator->firstItem()); ?></span>
+                        <?php echo __('to'); ?>
+
+                        <span class="font-medium"><?php echo e($paginator->lastItem()); ?></span>
+                    <?php else: ?>
+                        <?php echo e($paginator->count()); ?>
+
+                    <?php endif; ?>
+                    <?php echo __('of'); ?>
+
+                    <span class="font-medium"><?php echo e($paginator->total()); ?></span>
+                    <?php echo __('results'); ?>
+
+                </p>
+            </div>
+
+            <div>
+                <span class="relative z-0 inline-flex rtl:flex-row-reverse shadow-sm rounded-md">
+                    
+                    <?php if($paginator->onFirstPage()): ?>
+                        <span aria-disabled="true" aria-label="<?php echo e(__('pagination.previous')); ?>">
+                            <span class="relative inline-flex items-center px-2 py-2 text-sm font-medium text-gray-500 bg-white border border-gray-300 cursor-default rounded-l-md leading-5 dark:bg-gray-800 dark:border-gray-600" aria-hidden="true">
+                                <svg class="w-5 h-5" fill="currentColor" viewBox="0 0 20 20">
+                                    <path fill-rule="evenodd" d="M12.707 5.293a1 1 0 010 1.414L9.414 10l3.293 3.293a1 1 0 01-1.414 1.414l-4-4a1 1 0 010-1.414l4-4a1 1 0 011.414 0z" clip-rule="evenodd" />
+                                </svg>
+                            </span>
+                        </span>
+                    <?php else: ?>
+                        <a href="<?php echo e($paginator->previousPageUrl()); ?>" rel="prev" class="relative inline-flex items-center px-2 py-2 text-sm font-medium text-gray-500 bg-white border border-gray-300 rounded-l-md leading-5 hover:text-gray-400 focus:z-10 focus:outline-none focus:ring ring-gray-300 focus:border-blue-300 active:bg-gray-100 active:text-gray-500 transition ease-in-out duration-150 dark:bg-gray-800 dark:border-gray-600 dark:active:bg-gray-700 dark:focus:border-blue-800" aria-label="<?php echo e(__('pagination.previous')); ?>">
+                            <svg class="w-5 h-5" fill="currentColor" viewBox="0 0 20 20">
+                                <path fill-rule="evenodd" d="M12.707 5.293a1 1 0 010 1.414L9.414 10l3.293 3.293a1 1 0 01-1.414 1.414l-4-4a1 1 0 010-1.414l4-4a1 1 0 011.414 0z" clip-rule="evenodd" />
+                            </svg>
+                        </a>
+                    <?php endif; ?>
+
+                    
+                    <?php $__currentLoopData = $elements; $__env->addLoop($__currentLoopData); foreach($__currentLoopData as $element): $__env->incrementLoopIndices(); $loop = $__env->getLastLoop(); ?>
+                        
+                        <?php if(is_string($element)): ?>
+                            <span aria-disabled="true">
+                                <span class="relative inline-flex items-center px-4 py-2 -ml-px text-sm font-medium text-gray-700 bg-white border border-gray-300 cursor-default leading-5 dark:bg-gray-800 dark:border-gray-600"><?php echo e($element); ?></span>
+                            </span>
+                        <?php endif; ?>
+
+                        
+                        <?php if(is_array($element)): ?>
+                            <?php $__currentLoopData = $element; $__env->addLoop($__currentLoopData); foreach($__currentLoopData as $page => $url): $__env->incrementLoopIndices(); $loop = $__env->getLastLoop(); ?>
+                                <?php if($page == $paginator->currentPage()): ?>
+                                    <span aria-current="page">
+                                        <span class="relative inline-flex items-center px-4 py-2 -ml-px text-sm font-medium text-gray-500 bg-white border border-gray-300 cursor-default leading-5 dark:bg-gray-800 dark:border-gray-600"><?php echo e($page); ?></span>
+                                    </span>
+                                <?php else: ?>
+                                    <a href="<?php echo e($url); ?>" class="relative inline-flex items-center px-4 py-2 -ml-px text-sm font-medium text-gray-700 bg-white border border-gray-300 leading-5 hover:text-gray-500 focus:z-10 focus:outline-none focus:ring ring-gray-300 focus:border-blue-300 active:bg-gray-100 active:text-gray-700 transition ease-in-out duration-150 dark:bg-gray-800 dark:border-gray-600 dark:text-gray-400 dark:hover:text-gray-300 dark:active:bg-gray-700 dark:focus:border-blue-800" aria-label="<?php echo e(__('Go to page :page', ['page' => $page])); ?>">
+                                        <?php echo e($page); ?>
+
+                                    </a>
+                                <?php endif; ?>
+                            <?php endforeach; $__env->popLoop(); $loop = $__env->getLastLoop(); ?>
+                        <?php endif; ?>
+                    <?php endforeach; $__env->popLoop(); $loop = $__env->getLastLoop(); ?>
+
+                    
+                    <?php if($paginator->hasMorePages()): ?>
+                        <a href="<?php echo e($paginator->nextPageUrl()); ?>" rel="next" class="relative inline-flex items-center px-2 py-2 -ml-px text-sm font-medium text-gray-500 bg-white border border-gray-300 rounded-r-md leading-5 hover:text-gray-400 focus:z-10 focus:outline-none focus:ring ring-gray-300 focus:border-blue-300 active:bg-gray-100 active:text-gray-500 transition ease-in-out duration-150 dark:bg-gray-800 dark:border-gray-600 dark:active:bg-gray-700 dark:focus:border-blue-800" aria-label="<?php echo e(__('pagination.next')); ?>">
+                            <svg class="w-5 h-5" fill="currentColor" viewBox="0 0 20 20">
+                                <path fill-rule="evenodd" d="M7.293 14.707a1 1 0 010-1.414L10.586 10 7.293 6.707a1 1 0 011.414-1.414l4 4a1 1 0 010 1.414l-4 4a1 1 0 01-1.414 0z" clip-rule="evenodd" />
+                            </svg>
+                        </a>
+                    <?php else: ?>
+                        <span aria-disabled="true" aria-label="<?php echo e(__('pagination.next')); ?>">
+                            <span class="relative inline-flex items-center px-2 py-2 -ml-px text-sm font-medium text-gray-500 bg-white border border-gray-300 cursor-default rounded-r-md leading-5 dark:bg-gray-800 dark:border-gray-600" aria-hidden="true">
+                                <svg class="w-5 h-5" fill="currentColor" viewBox="0 0 20 20">
+                                    <path fill-rule="evenodd" d="M7.293 14.707a1 1 0 010-1.414L10.586 10 7.293 6.707a1 1 0 011.414-1.414l4 4a1 1 0 010 1.414l-4 4a1 1 0 01-1.414 0z" clip-rule="evenodd" />
+                                </svg>
+                            </span>
+                        </span>
+                    <?php endif; ?>
+                </span>
+            </div>
+        </div>
+    </nav>
+<?php endif; ?>
+<?php /**PATH C:\laragon\www\SistemAnalisisSentimen\vendor\laravel\framework\src\Illuminate\Pagination/resources/views/tailwind.blade.php ENDPATH**/ ?>

storage/framework/views/5fd932f7a53f435288301570d161158b.php

@@ -0,0 +1,377 @@
+<!DOCTYPE html>
+<html>
+<head>
+<meta charset="utf-8">
+<title><?php echo e($judulLaporan); ?></title>
+<script src="https://cdn.jsdelivr.net/npm/chart.js"></script>
+<script src="https://cdnjs.cloudflare.com/ajax/libs/html2pdf.js/0.10.1/html2pdf.bundle.min.js"></script>
+
+<style>
+* { box-sizing: border-box; }
+
+body {
+    font-family: Arial, sans-serif;
+    background: #f1f5f9;
+    color: #1f2937;
+    margin: 0;
+    padding: 24px;
+}
+
+/* ── Sticky action bar pojok kanan atas ── */
+.action-bar {
+    position: fixed;
+    top: 16px;
+    right: 24px;
+    display: flex;
+    gap: 8px;
+    z-index: 999;
+}
+
+.btn {
+    display: inline-flex;
+    align-items: center;
+    gap: 6px;
+    padding: 9px 18px;
+    border-radius: 8px;
+    font-size: 13px;
+    font-weight: 600;
+    cursor: pointer;
+    border: none;
+    box-shadow: 0 2px 8px rgba(0,0,0,0.15);
+    transition: opacity .2s;
+}
+.btn:hover { opacity: .85; }
+.btn-primary { background: #1d4ed8; color: white; }
+.btn-secondary { background: white; color: #374151; border: 1px solid #d1d5db; }
+
+.container {
+    max-width: 960px;
+    margin: 0 auto;
+    background: white;
+    border-radius: 16px;
+    padding: 28px;
+    box-shadow: 0 4px 20px rgba(0,0,0,0.08);
+}
+
+/* LOGO */
+.logo { font-size: 26px; font-weight: 800; color: #1e3a8a; margin-bottom: 20px; }
+
+/* HERO */
+.hero {
+    border: 1px solid #dbeafe;
+    background: linear-gradient(135deg, #eff6ff, #f7f8ff);
+    border-radius: 12px;
+    padding: 22px 24px;
+    display: flex;
+    justify-content: space-between;
+    align-items: center;
+    margin-bottom: 24px;
+}
+
+.hero-title { font-size: 22px; font-weight: 800; color: #132b70; line-height: 1.3; }
+.hero-sub { margin-top: 6px; color: #374151; font-size: 13px; }
+
+.hero-right {
+    min-width: 160px;
+    border: 1px solid #dbeafe;
+    border-radius: 10px;
+    padding: 14px 16px;
+    background: white;
+    font-size: 13px;
+    line-height: 1.8;
+}
+
+/* SECTION TITLE */
+.section-title {
+    font-weight: 700;
+    font-size: 13px;
+    color: #1e3a8a;
+    letter-spacing: .5px;
+    margin: 24px 0 14px;
+    text-transform: uppercase;
+}
+
+/* CARDS */
+.cards { display: flex; gap: 12px; margin-bottom: 24px; }
+
+.card {
+    flex: 1;
+    border: 1px solid #e5e7eb;
+    border-radius: 12px;
+    padding: 16px;
+}
+
+.card .card-label { font-size: 12px; color: #6b7280; margin-bottom: 6px; }
+.card .card-value { font-size: 26px; font-weight: 800; margin: 0; }
+.card .card-unit  { font-size: 12px; color: #9ca3af; margin-top: 4px; }
+
+.blue   { background: #eff6ff; border-color: #bfdbfe; }
+.green  { background: #f0fdf4; border-color: #bbf7d0; }
+.yellow { background: #fffbeb; border-color: #fde68a; }
+.purple { background: #faf5ff; border-color: #e9d5ff; }
+
+/* CHARTS */
+.chart-row { display: flex; gap: 16px; margin-bottom: 24px; align-items: flex-start; }
+
+.box-pie {
+    width: 260px;
+    flex-shrink: 0;
+    border: 1px solid #e5e7eb;
+    border-radius: 12px;
+    padding: 16px;
+    display: flex;
+    flex-direction: column;
+    align-items: center;
+}
+
+.box-bar {
+    flex: 1;
+    border: 1px solid #e5e7eb;
+    border-radius: 12px;
+    padding: 16px;
+    min-width: 0;
+}
+
+.box-pie h4, .box-bar h4 {
+    margin: 0 0 12px;
+    font-size: 12px;
+    color: #1e3a8a;
+    font-weight: 700;
+    text-transform: uppercase;
+    letter-spacing: .4px;
+    width: 100%;
+}
+
+/* TABLE */
+table { width: 100%; border-collapse: collapse; margin-top: 8px; }
+table th { background: #f8fafc; font-size: 12px; font-weight: 600; }
+table th, table td { border: 1px solid #e5e7eb; padding: 9px 11px; font-size: 12px; }
+
+.badge {
+    background: #dcfce7;
+    color: #15803d;
+    border-radius: 20px;
+    padding: 3px 10px;
+    font-weight: 600;
+    font-size: 11px;
+}
+
+/* KESIMPULAN */
+.kesimpulan {
+    border: 1px solid #dbeafe;
+    background: #eff6ff;
+    border-radius: 10px;
+    padding: 16px 18px;
+    margin-top: 20px;
+    font-size: 13px;
+}
+
+/* FOOTER */
+.footer {
+    margin-top: 24px;
+    padding-top: 14px;
+    border-top: 1px solid #e5e7eb;
+    font-size: 12px;
+    display: flex;
+    justify-content: space-between;
+    color: #6b7280;
+}
+
+/* Sembunyikan action bar saat print */
+@media print {
+    body { background: white; padding: 0; }
+    .action-bar { display: none !important; }
+}
+</style>
+</head>
+<body>
+
+
+<div class="action-bar" id="actionBar">
+    <button class="btn btn-secondary" onclick="cetakHalaman()">🖨️ Cetak</button>
+</div>
+
+<div class="container" id="isiLaporan">
+
+    
+    <div class="logo">SENTARA</div>
+
+    
+    <div class="hero">
+        <div class="hero-left">
+            <div class="hero-title">LAPORAN ANALISIS SENTIMEN<br>PER BULAN</div>
+            <div class="hero-sub">SISTEM ANALISIS SENTIMEN WISATA JEMBER</div>
+        </div>
+        <div class="hero-right">
+            <b>Periode</b><br>
+            <?php echo e($periode->nama ?? '-'); ?><br><br>
+            <b>Tanggal Cetak</b><br>
+            <?php echo e(now()->format('d M Y H:i')); ?>
+
+        </div>
+    </div>
+
+    
+    <div class="section-title">Ringkasan</div>
+
+    <div class="cards">
+        <div class="card blue">
+            <div class="card-label">Total Ulasan</div>
+            <p class="card-value"><?php echo e($totalUlasanKotor); ?></p>
+            <div class="card-unit">Ulasan Masuk</div>
+        </div>
+        <div class="card green">
+            <div class="card-label">Hasil Analisis</div>
+            <p class="card-value"><?php echo e($totalUlasan); ?></p>
+            <div class="card-unit">Data Bersih</div>
+        </div>
+        <div class="card yellow">
+            <div class="card-label">Wisata Dibahas</div>
+            <p class="card-value"><?php echo e(count($perWisata)); ?></p>
+            <div class="card-unit">Destinasi</div>
+        </div>
+        <div class="card purple">
+            <div class="card-label">Akurasi Analisis</div>
+            <p class="card-value"><?php echo e(number_format(($evaluasi->accuracy ?? 0) * 100, 2)); ?>%</p>
+            <div class="card-unit">Model</div>
+        </div>
+    </div>
+
+    
+    <div class="section-title">Visualisasi</div>
+
+    <div class="chart-row">
+        <div class="box-pie">
+            <h4>Distribusi Sentimen</h4>
+            <canvas id="pieChart" width="220" height="220"></canvas>
+        </div>
+        <div class="box-bar">
+            <h4>Sentimen per Destinasi</h4>
+            <canvas id="barChart"></canvas>
+        </div>
+    </div>
+
+    
+    <div class="section-title">Top Wisata Berdasarkan Sentimen Positif</div>
+
+    <table>
+        <tr>
+            <th>No</th>
+            <th>Wisata</th>
+            <th>Total</th>
+            <th>Positif</th>
+            <th>Netral</th>
+            <th>Negatif</th>
+            <th>% Positif</th>
+        </tr>
+        <?php $__currentLoopData = $perWisata; $__env->addLoop($__currentLoopData); foreach($__currentLoopData as $i => $w): $__env->incrementLoopIndices(); $loop = $__env->getLastLoop(); ?>
+        <tr>
+            <td><?php echo e($i + 1); ?></td>
+            <td><?php echo e($w->wisata); ?></td>
+            <td><?php echo e($w->total); ?></td>
+            <td><?php echo e($w->positif); ?></td>
+            <td><?php echo e($w->netral); ?></td>
+            <td><?php echo e($w->negatif); ?></td>
+            <td><span class="badge"><?php echo e($w->total > 0 ? round(($w->positif / $w->total) * 100, 2) : 0); ?>%</span></td>
+        </tr>
+        <?php endforeach; $__env->popLoop(); $loop = $__env->getLastLoop(); ?>
+    </table>
+
+    
+    <div class="kesimpulan">
+        <b>KESIMPULAN</b>
+        <p style="margin:8px 0 0">
+            Pada periode <b><?php echo e($periode->nama ?? ''); ?></b>,
+            terdapat <b><?php echo e($totalUlasanKotor); ?></b> ulasan masuk dengan
+            <b><?php echo e($totalUlasan); ?></b> data berhasil dianalisis.
+            Sentimen positif mendominasi dengan persentase <b><?php echo e($persen['positif'] ?? 0); ?>%</b>,
+            diikuti netral <b><?php echo e($persen['netral'] ?? 0); ?>%</b>
+            dan negatif <b><?php echo e($persen['negatif'] ?? 0); ?>%</b>.
+        </p>
+    </div>
+
+    
+    <div class="footer">
+        <div>SENTARA — Sistem Analisis Sentimen Wisata Jember</div>
+        <div>Dicetak oleh: Admin &nbsp;|&nbsp; <?php echo e(now()->format('d M Y H:i')); ?></div>
+    </div>
+
+</div>
+
+<script>
+// ── PIE / DOUGHNUT CHART ──
+new Chart(document.getElementById('pieChart'), {
+    type: 'doughnut',
+    data: {
+        labels: ['Positif', 'Netral', 'Negatif'],
+        datasets: [{
+            data: [<?php echo e($totalPositif); ?>, <?php echo e($totalNetral); ?>, <?php echo e($totalNegatif); ?>],
+            backgroundColor: ['#22c55e', '#f59e0b', '#ef4444'],
+            borderWidth: 2,
+            borderColor: '#fff'
+        }]
+    },
+    options: {
+        responsive: false,
+        animation: false,
+        plugins: {
+            legend: { position: 'bottom', labels: { font: { size: 11 }, padding: 10 } }
+        }
+    }
+});
+
+// ── BAR CHART SENTIMEN PER DESTINASI ──
+const wisataLabels = <?php echo json_encode($perWisata->pluck('wisata'), 15, 512) ?>;
+const wisataPos    = <?php echo json_encode($perWisata->pluck('positif'), 15, 512) ?>;
+const wisataNet    = <?php echo json_encode($perWisata->pluck('netral'), 15, 512) ?>;
+const wisataNeg    = <?php echo json_encode($perWisata->pluck('negatif'), 15, 512) ?>;
+
+new Chart(document.getElementById('barChart'), {
+    type: 'bar',
+    data: {
+        labels: wisataLabels,
+        datasets: [
+            { label: 'Positif', data: wisataPos, backgroundColor: '#22c55e' },
+            { label: 'Netral',  data: wisataNet, backgroundColor: '#f59e0b' },
+            { label: 'Negatif', data: wisataNeg, backgroundColor: '#ef4444' }
+        ]
+    },
+    options: {
+        responsive: true,
+        maintainAspectRatio: true,
+        animation: false,
+        plugins: {
+            legend: { position: 'bottom', labels: { font: { size: 11 } } }
+        },
+        scales: {
+            y: { beginAtZero: true, ticks: { font: { size: 11 } } },
+            x: { ticks: { font: { size: 10 } } }
+        }
+    }
+});
+
+// ── CETAK ──
+function cetakHalaman() {
+    window.print();
+}
+
+// ── SIMPAN PDF ──
+function simpanPDF() {
+    const el  = document.getElementById('isiLaporan');
+    const bar = document.getElementById('actionBar');
+    bar.style.display = 'none';
+
+    html2pdf().set({
+        margin:      10,
+        filename:    'Laporan-<?php echo e(Str::slug($periode->nama ?? "bulanan")); ?>.pdf',
+        image:       { type: 'jpeg', quality: 0.98 },
+        html2canvas: { scale: 2, useCORS: true },
+        jsPDF:       { unit: 'mm', format: 'a4', orientation: 'portrait' }
+    }).from(el).save().then(() => {
+        bar.style.display = 'flex';
+    });
+}
+</script>
+
+</body>
+</html><?php /**PATH C:\laragon\www\SistemAnalisisSentimen\resources\views/laporan/bulanan.blade.php ENDPATH**/ ?>

storage/framework/views/7ac7144038b7ed595f7947eb2e474209.php

@@ -1,605 +0,0 @@
-<!DOCTYPE html>
-<html>
-<head>
-<meta charset="utf-8">
-<title>Laporan Tahunan</title>
-<script src="https://cdn.jsdelivr.net/npm/chart.js"></script>
-<script src="https://cdnjs.cloudflare.com/ajax/libs/html2pdf.js/0.10.1/html2pdf.bundle.min.js"></script>
-<style>
-* { box-sizing: border-box; margin: 0; padding: 0; }
-
-body {
-    font-family: Arial, sans-serif;
-    background: #f3f5fb;
-    padding: 24px;
-    color: #1f2937;
-}
-
-/* ACTION BAR */
-.action-bar {
-    display: flex;
-    justify-content: space-between;
-    align-items: center;
-    max-width: 960px;
-    margin: 0 auto 16px;
-}
-
-.logo-text {
-    font-size: 22px;
-    font-weight: 900;
-    color: #1e3a8a;
-    letter-spacing: -1px;
-}
-.logo-text span { color: #ef4444; }
-
-.btn-group { display: flex; gap: 8px; }
-
-.btn {
-    display: inline-flex;
-    align-items: center;
-    gap: 6px;
-    padding: 9px 18px;
-    border-radius: 8px;
-    font-size: 13px;
-    font-weight: 600;
-    cursor: pointer;
-    border: none;
-    box-shadow: 0 2px 6px rgba(0,0,0,0.12);
-}
-.btn-blue { background: #1d4ed8; color: white; }
-.btn-white { background: white; color: #374151; border: 1px solid #d1d5db; }
-.btn:hover { opacity: .88; }
-
-/* CONTAINER */
-.container {
-    max-width: 960px;
-    margin: 0 auto;
-    background: white;
-    border-radius: 16px;
-    padding: 24px;
-    box-shadow: 0 4px 20px rgba(0,0,0,0.07);
-}
-
-/* HERO */
-.hero {
-    border: 1px solid #dbeafe;
-    background: linear-gradient(135deg, #eff6ff, #f7f8ff);
-    border-radius: 12px;
-    padding: 18px 20px;
-    display: flex;
-    justify-content: space-between;
-    align-items: center;
-    margin-bottom: 20px;
-}
-
-.hero-left { display: flex; gap: 16px; align-items: center; }
-
-.hero-icon {
-    width: 52px;
-    height: 52px;
-    background: #1d4ed8;
-    border-radius: 12px;
-    display: flex;
-    align-items: center;
-    justify-content: center;
-    flex-shrink: 0;
-}
-.hero-icon svg { width: 28px; height: 28px; fill: white; }
-
-.hero-title { font-size: 18px; font-weight: 900; color: #132b70; line-height: 1.3; }
-.hero-sub { font-size: 11px; color: #6b7280; margin-top: 4px; }
-
-.hero-right { font-size: 12px; text-align: right; line-height: 1.8; }
-.hero-right .year { font-size: 22px; font-weight: 800; color: #1e3a8a; }
-
-/* SECTION TITLE */
-.section-title {
-    font-size: 12px;
-    font-weight: 700;
-    color: #1e3a8a;
-    text-transform: uppercase;
-    letter-spacing: .6px;
-    margin: 20px 0 10px;
-    display: flex;
-    align-items: center;
-    gap: 8px;
-}
-.section-title::before {
-    content: '';
-    display: inline-block;
-    width: 4px;
-    height: 14px;
-    background: #1d4ed8;
-    border-radius: 2px;
-}
-
-/* CARDS */
-.cards {
-    display: grid;
-    grid-template-columns: repeat(4, 1fr);
-    gap: 12px;
-    margin-bottom: 20px;
-}
-
-.card {
-    border: 1px solid #e5e7eb;
-    border-radius: 12px;
-    padding: 14px 16px;
-    display: flex;
-    justify-content: space-between;
-    align-items: flex-start;
-}
-
-.card-info .card-label { font-size: 11px; color: #6b7280; margin-bottom: 4px; }
-.card-info .card-value { font-size: 28px; font-weight: 800; line-height: 1; }
-.card-info .card-unit  { font-size: 11px; color: #9ca3af; margin-top: 4px; }
-.card-icon {
-    width: 36px; height: 36px;
-    border-radius: 8px;
-    display: flex; align-items: center; justify-content: center;
-    font-size: 18px;
-    flex-shrink: 0;
-}
-
-.blue   { background: #eff6ff; border-color: #bfdbfe; }
-.green  { background: #f0fdf4; border-color: #bbf7d0; }
-.yellow { background: #fffbeb; border-color: #fde68a; }
-.purple { background: #faf5ff; border-color: #e9d5ff; }
-
-.blue   .card-icon { background: #dbeafe; }
-.green  .card-icon { background: #dcfce7; }
-.yellow .card-icon { background: #fef3c7; }
-.purple .card-icon { background: #ede9fe; }
-
-/* REKAP + DONUT ROW */
-.grid2 {
-    display: grid;
-    grid-template-columns: 1.4fr 1fr;
-    gap: 16px;
-    margin-bottom: 16px;
-}
-
-/* TABLE */
-.table-box {
-    border: 1px solid #e5e7eb;
-    border-radius: 12px;
-    overflow: hidden;
-}
-
-table { width: 100%; border-collapse: collapse; }
-table thead tr { background: #f8fafc; }
-table th { padding: 10px 12px; font-size: 11px; font-weight: 700; color: #374151; text-align: left; }
-table td { padding: 9px 12px; font-size: 11px; border-top: 1px solid #f1f5f9; }
-table tbody tr:hover { background: #fafafa; }
-
-.tfoot-row td { background: #f8fafc; font-weight: 700; border-top: 2px solid #e5e7eb; }
-
-.pos { color: #16a34a; font-weight: 600; }
-.net { color: #d97706; font-weight: 600; }
-.neg { color: #dc2626; font-weight: 600; }
-
-.badge-green {
-    background: #dcfce7;
-    color: #15803d;
-    border-radius: 20px;
-    padding: 2px 8px;
-    font-weight: 700;
-    font-size: 11px;
-}
-
-/* DONUT BOX */
-.donut-box {
-    border: 1px solid #e5e7eb;
-    border-radius: 12px;
-    padding: 16px;
-    display: flex;
-    flex-direction: column;
-}
-.donut-box h4 {
-    font-size: 11px;
-    font-weight: 700;
-    color: #1e3a8a;
-    text-transform: uppercase;
-    letter-spacing: .4px;
-    margin-bottom: 10px;
-}
-.donut-wrap {
-    position: relative;
-    flex: 1;
-    display: flex;
-    align-items: center;
-    justify-content: center;
-}
-.donut-center {
-    position: absolute;
-    text-align: center;
-    pointer-events: none;
-}
-.donut-center .dc-num  { font-size: 20px; font-weight: 800; color: #1e3a8a; }
-.donut-center .dc-label { font-size: 9px; color: #6b7280; }
-
-/* TREND BOX */
-.trend-box {
-    border: 1px solid #e5e7eb;
-    border-radius: 12px;
-    padding: 16px;
-    margin-bottom: 16px;
-}
-.trend-box h4 {
-    font-size: 11px;
-    font-weight: 700;
-    color: #1e3a8a;
-    text-transform: uppercase;
-    letter-spacing: .4px;
-    margin-bottom: 10px;
-}
-
-/* BOTTOM GRID */
-.bottom-grid {
-    display: grid;
-    grid-template-columns: 1fr 1fr;
-    gap: 16px;
-    margin-bottom: 20px;
-}
-
-/* KESIMPULAN */
-.kesimpulan-box {
-    border: 1px solid #dbeafe;
-    background: #eff6ff;
-    border-radius: 12px;
-    padding: 16px 18px;
-    font-size: 12px;
-    line-height: 1.7;
-}
-.kesimpulan-box h4 {
-    font-size: 12px;
-    font-weight: 700;
-    color: #1e3a8a;
-    margin-bottom: 8px;
-    text-transform: uppercase;
-}
-
-/* FOOTER */
-.footer {
-    display: flex;
-    justify-content: space-between;
-    font-size: 11px;
-    color: #9ca3af;
-    padding-top: 14px;
-    border-top: 1px solid #f1f5f9;
-}
-
-@media print {
-    body { background: white; padding: 0; }
-    .action-bar { display: none !important; }
-    .container { box-shadow: none; }
-}
-</style>
-</head>
-<body>
-
-
-<div class="action-bar no-print" id="actionBar">
-    <div></div>
-    <div class="btn-group">
-        <button class="btn btn-white" onclick="window.print()">🖨 Cetak</button>
-    </div>
-</div>
-
-<div class="container" id="isiLaporan">
-
-    
-    <div class="hero">
-        <div class="hero-left">
-            <div class="hero-icon">
-                <svg viewBox="0 0 24 24"><path d="M9 12h6m-6 4h6M7 4H5a2 2 0 00-2 2v14a2 2 0 002 2h14a2 2 0 002-2V6a2 2 0 00-2-2h-2M9 4a2 2 0 002 2h2a2 2 0 002-2M9 4a2 2 0 012-2h2a2 2 0 012 2" stroke="white" stroke-width="2" stroke-linecap="round" fill="none"/></svg>
-            </div>
-            <div>
-                
-                <div style="display:inline-flex;align-items:center;gap:5px;background:#1e3a8a;border-radius:6px;padding:3px 10px;margin-bottom:7px;">
-                    <span style="color:#fff;font-size:11px;font-weight:900;letter-spacing:1px;">-SENTARA-</span>
-                    <span style="color:#93c5fd;font-size:9px;letter-spacing:2px;">JEMBER</span>
-                </div>
-                <div class="hero-title">LAPORAN ANALISIS SENTIMEN<br>PER TAHUN</div>
-                <div class="hero-sub">SISTEM ANALISIS SENTIMEN WISATA JEMBER</div>
-            </div>
-        </div>
-        <div class="hero-right">
-            <div style="color:#6b7280;font-size:11px;">Tahun</div>
-            <div class="year"><?php echo e($tahun); ?></div>
-            <div style="color:#6b7280;font-size:11px;margin-top:6px;">Tanggal Cetak</div>
-            <div style="font-weight:600;"><?php echo e(now()->format('d M Y H:i')); ?></div>
-        </div>
-    </div>
-
-    
-    <div class="section-title">Ringkasan Tahunan</div>
-
-    <div class="cards">
-        <div class="card blue">
-            <div class="card-info">
-                <div class="card-label">Total Ulasan</div>
-                <div class="card-value"><?php echo e($totalUlasan); ?></div>
-                <div class="card-unit">Ulasan</div>
-            </div>
-            <div class="card-icon">💬</div>
-        </div>
-        <div class="card green">
-            <div class="card-info">
-                <div class="card-label">Rata-rata Akurasi</div>
-                <div class="card-value" style="font-size:20px;"><?php echo e($akurasi); ?>%</div>
-                <div class="card-unit">Akurasi</div>
-            </div>
-            <div class="card-icon">✅</div>
-        </div>
-        <div class="card yellow">
-            <div class="card-info">
-                <div class="card-label">Total Wisata Dibahas</div>
-                <div class="card-value"><?php echo e($totalWisata); ?></div>
-                <div class="card-unit">Wisata</div>
-            </div>
-            <div class="card-icon">📍</div>
-        </div>
-        <div class="card purple">
-            <div class="card-info">
-                <div class="card-label">Bulan Dianalisis</div>
-                <div class="card-value"><?php echo e(count($rekapBulanan)); ?></div>
-                <div class="card-unit">Bulan</div>
-            </div>
-            <div class="card-icon">📅</div>
-        </div>
-    </div>
-
-    
-    <div class="section-title">Rekap Sentimen per Bulan</div>
-
-    <div class="grid2">
-        <div class="table-box">
-            <table>
-                <thead>
-                    <tr>
-                        <th>Bulan</th>
-                        <th>Total Ulasan</th>
-                        <th>Positif</th>
-                        <th>Netral</th>
-                        <th>Negatif</th>
-                        <th>Persentase Positif</th>
-                    </tr>
-                </thead>
-                <tbody>
-                    <?php $totP=0; $totN=0; $totNt=0; $totAll=0; ?>
-                    <?php $__currentLoopData = $rekapBulanan; $__env->addLoop($__currentLoopData); foreach($__currentLoopData as $r): $__env->incrementLoopIndices(); $loop = $__env->getLastLoop(); ?>
-                    <?php $totP+=$r->positif; $totN+=$r->negatif; $totNt+=$r->netral; $totAll+=$r->total; ?>
-                    <tr>
-                        <td><?php echo e($r->bulan); ?></td>
-                        <td><?php echo e($r->total); ?></td>
-                        <td class="pos"><?php echo e($r->positif); ?></td>
-                        <td class="net"><?php echo e($r->netral); ?></td>
-                        <td class="neg"><?php echo e($r->negatif); ?></td>
-                        <td><span class="badge-green"><?php echo e(number_format(($r->positif/max($r->total,1))*100,2)); ?>%</span></td>
-                    </tr>
-                    <?php endforeach; $__env->popLoop(); $loop = $__env->getLastLoop(); ?>
-                </tbody>
-                <tfoot>
-                    <tr class="tfoot-row">
-                        <td>TOTAL / RATA-RATA</td>
-                        <td><?php echo e($totAll); ?></td>
-                        <td class="pos"><?php echo e($totP); ?></td>
-                        <td class="net"><?php echo e($totNt); ?></td>
-                        <td class="neg"><?php echo e($totN); ?></td>
-                        <td><span class="badge-green"><?php echo e($totAll > 0 ? number_format(($totP/$totAll)*100,2) : 0); ?>%</span></td>
-                    </tr>
-                </tfoot>
-            </table>
-        </div>
-
-        <div class="donut-box">
-            <h4>Distribusi Sentimen Tahun <?php echo e($tahun); ?></h4>
-            <div class="donut-wrap" style="height:220px;">
-                <canvas id="donut"></canvas>
-            </div>
-        </div>
-    </div>
-
-    
-    <div class="section-title">Trend Sentimen per Bulan (<?php echo e($tahun); ?>)</div>
-
-    <div class="trend-box">
-        <canvas id="trend" height="90"></canvas>
-    </div>
-
-    
-    <div class="section-title">Wisata Serpopuler & Kesimpulan</div>
-
-    <div class="bottom-grid">
-        <div class="table-box">
-            <table>
-                <thead>
-                    <tr>
-                        <th>No</th>
-                        <th>Wisata</th>
-                        <th>Total Ulasan</th>
-                        <th>Persentase Positif</th>
-                    </tr>
-                </thead>
-                <tbody>
-                    <?php $__currentLoopData = $wisataPopuler; $__env->addLoop($__currentLoopData); foreach($__currentLoopData as $i => $w): $__env->incrementLoopIndices(); $loop = $__env->getLastLoop(); ?>
-                    <tr>
-                        <td><?php echo e($i+1); ?></td>
-                        <td><?php echo e($w->wisata); ?></td>
-                        <td><?php echo e($w->jumlah); ?></td>
-                        <td><span class="badge-green"><?php echo e($w->persen); ?>%</span></td>
-                    </tr>
-                    <?php endforeach; $__env->popLoop(); $loop = $__env->getLastLoop(); ?>
-                </tbody>
-            </table>
-        </div>
-
-        <div class="kesimpulan-box">
-            <h4>Kesimpulan Tahunan</h4>
-            <p>
-                Secara umum, sentimen positif mendominasi tahun <b><?php echo e($tahun); ?></b>
-                dengan rata-rata <b><?php echo e($persenPositif); ?>%</b>.
-                <?php if(isset($wisataPopuler[0])): ?>
-                <?php echo e($wisataPopuler[0]->wisata); ?> menjadi destinasi paling populer
-                dengan sentimen positif tertinggi.
-                <?php endif; ?>
-                Diperlukan peningkatan pada aspek fasilitas, kebersihan, dan pelayanan
-                untuk menekan sentimen negatif.
-            </p>
-        </div>
-    </div>
-
-    
-    <div class="footer">
-        <div>SENTARA - Sistem Analisis Sentimen Wisata Jember</div>
-        <div>Dicetak oleh: <?php echo e(auth()->user()->name); ?> (<?php echo e(ucfirst(auth()->user()->role ?? 'Admin')); ?>)</div>
-    </div>
-
-</div>
-
-<script>
-// ── DONUT ──
-const donutCtx = document.getElementById('donut');
-const totalUlasan = <?php echo e($totalUlasan > 0 ? $totalUlasan : 1); ?>;
-const donutData   = [<?php echo e($positif); ?>, <?php echo e($netral); ?>, <?php echo e($negatif); ?>];
-
-// Plugin: angka total di tengah (tidak numpuk)
-const centerTextPlugin = {
-    id: 'centerText',
-    beforeDraw(chart) {
-        const { ctx, chartArea: { left, top, right, bottom } } = chart;
-        const cx = (left + right) / 2;
-        const cy = (top + bottom) / 2;
-        ctx.save();
-        ctx.textAlign    = 'center';
-        ctx.textBaseline = 'middle';
-        ctx.fillStyle    = '#1e3a8a';
-        ctx.font         = 'bold 22px Arial';
-        ctx.fillText(totalUlasan, cx, cy - 8);
-        ctx.fillStyle = '#9ca3af';
-        ctx.font      = '11px Arial';
-        ctx.fillText('Total Ulasan', cx, cy + 12);
-        ctx.restore();
-    }
-};
-
-new Chart(donutCtx, {
-    type: 'doughnut',
-    data: {
-        labels: ['Positif', 'Netral', 'Negatif'],
-        datasets: [{
-            data: donutData,
-            backgroundColor: ['#22c55e', '#f59e0b', '#ef4444'],
-            borderWidth: 3,
-            borderColor: '#fff',
-            hoverOffset: 6,
-        }]
-    },
-    options: {
-        responsive: true,
-        maintainAspectRatio: false,
-        animation: false,
-        cutout: '62%',
-        plugins: {
-            legend: {
-                position: 'bottom',
-                labels: {
-                    font: { size: 11 },
-                    padding: 10,
-                    generateLabels(chart) {
-                        const d = chart.data;
-                        return d.labels.map((lbl, i) => {
-                            const val = d.datasets[0].data[i];
-                            const pct = Math.round(val / totalUlasan * 1000) / 10;
-                            return {
-                                text: `${lbl}  ${val}  (${pct}%)`,
-                                fillStyle: d.datasets[0].backgroundColor[i],
-                                strokeStyle: '#fff',
-                                lineWidth: 2,
-                                index: i,
-                            };
-                        });
-                    }
-                }
-            },
-            tooltip: {
-                callbacks: {
-                    label(ctx) {
-                        const pct = Math.round(ctx.parsed / totalUlasan * 1000) / 10;
-                        return ` ${ctx.label}: ${ctx.parsed} (${pct}%)`;
-                    }
-                }
-            }
-        }
-    },
-    plugins: [centerTextPlugin]
-});
-
-// ── TREND LINE ──
-new Chart(document.getElementById('trend'), {
-    type: 'line',
-    data: {
-        labels: [
-            <?php $__currentLoopData = $rekapBulanan; $__env->addLoop($__currentLoopData); foreach($__currentLoopData as $r): $__env->incrementLoopIndices(); $loop = $__env->getLastLoop(); ?>
-            '<?php echo e($r->bulan); ?>',
-            <?php endforeach; $__env->popLoop(); $loop = $__env->getLastLoop(); ?>
-        ],
-        datasets: [
-            {
-                label: 'Positif',
-                data: [<?php $__currentLoopData = $rekapBulanan; $__env->addLoop($__currentLoopData); foreach($__currentLoopData as $r): $__env->incrementLoopIndices(); $loop = $__env->getLastLoop(); ?><?php echo e($r->positif); ?>,<?php endforeach; $__env->popLoop(); $loop = $__env->getLastLoop(); ?>],
-                borderColor: '#22c55e',
-                backgroundColor: 'rgba(34,197,94,0.08)',
-                tension: 0.4, fill: true, pointRadius: 4, pointBackgroundColor: '#22c55e'
-            },
-            {
-                label: 'Netral',
-                data: [<?php $__currentLoopData = $rekapBulanan; $__env->addLoop($__currentLoopData); foreach($__currentLoopData as $r): $__env->incrementLoopIndices(); $loop = $__env->getLastLoop(); ?><?php echo e($r->netral); ?>,<?php endforeach; $__env->popLoop(); $loop = $__env->getLastLoop(); ?>],
-                borderColor: '#f59e0b',
-                backgroundColor: 'rgba(245,158,11,0.05)',
-                tension: 0.4, fill: false, pointRadius: 4, pointBackgroundColor: '#f59e0b',
-                borderDash: [4,3]
-            },
-            {
-                label: 'Negatif',
-                data: [<?php $__currentLoopData = $rekapBulanan; $__env->addLoop($__currentLoopData); foreach($__currentLoopData as $r): $__env->incrementLoopIndices(); $loop = $__env->getLastLoop(); ?><?php echo e($r->negatif); ?>,<?php endforeach; $__env->popLoop(); $loop = $__env->getLastLoop(); ?>],
-                borderColor: '#ef4444',
-                backgroundColor: 'rgba(239,68,68,0.05)',
-                tension: 0.4, fill: false, pointRadius: 4, pointBackgroundColor: '#ef4444'
-            }
-        ]
-    },
-    options: {
-        responsive: true,
-        animation: false,
-        plugins: {
-            legend: { position: 'bottom', labels: { font: { size: 11 }, padding: 12 } }
-        },
-        scales: {
-            y: { beginAtZero: true, ticks: { font: { size: 10 } }, grid: { color: '#f1f5f9' } },
-            x: { ticks: { font: { size: 10 } }, grid: { display: false } }
-        }
-    }
-});
-
-// ── SIMPAN PDF ──
-function simpanPDF() {
-    const el  = document.getElementById('isiLaporan');
-    const bar = document.getElementById('actionBar');
-    bar.style.display = 'none';
-
-    html2pdf().set({
-        margin:      8,
-        filename:    'Laporan-Tahunan-<?php echo e($tahun); ?>.pdf',
-        image:       { type: 'jpeg', quality: 0.98 },
-        html2canvas: { scale: 2, useCORS: true, windowWidth: 960 },
-        jsPDF:       { unit: 'mm', format: 'a4', orientation: 'portrait' }
-    }).from(el).save().then(() => {
-        bar.style.display = 'flex';
-    });
-}
-</script>
-
-</body>
-</html><?php /**PATH C:\laragon\www\SistemAnalisisSentimen\resources\views/laporan/tahunan.blade.php ENDPATH**/ ?>

storage/framework/views/7d9c5f85ffaf54d07a80af266d96aade.php

@@ -0,0 +1,442 @@
+<?php $__env->startSection('content'); ?>
+
+<div class="space-y-6">
+
+    
+    <?php if(session('success')): ?>
+    <div class="bg-green-50 border border-green-200 text-green-700 px-5 py-4 rounded-2xl">
+        <?php echo e(session('success')); ?>
+
+    </div>
+    <?php endif; ?>
+
+    
+    <?php if(session('error')): ?>
+    <div class="bg-red-50 border border-red-200 text-red-700 px-5 py-4 rounded-2xl">
+        <?php echo e(session('error')); ?>
+
+    </div>
+    <?php endif; ?>
+
+    <!-- HEADER -->
+    <div class="flex flex-col md:flex-row md:items-center md:justify-between gap-4">
+
+        <div>
+            <h1 class="text-3xl font-bold text-slate-800">Kelola Pengguna</h1>
+            <p class="text-slate-500 mt-1">Kelola akun pengguna sistem SENTARA.</p>
+        </div>
+
+        <!-- BUTTON TAMBAH -->
+        <button
+            onclick="openTambahModal()"
+            class="bg-blue-600 hover:bg-blue-700 text-white px-5 py-3 rounded-2xl text-sm font-semibold shadow transition">
+            + Tambah Pengguna
+        </button>
+
+    </div>
+
+    <!-- CARD -->
+    <div class="bg-white rounded-3xl shadow-sm border border-slate-100 p-5">
+
+        <!-- TABLE -->
+        <div class="overflow-x-auto mt-6">
+
+            <table class="w-full text-sm min-w-[900px]">
+
+                <thead>
+                    <tr class="text-slate-500 border-b">
+                        <th class="py-4 text-left">No</th>
+                        <th class="py-4 text-left">Nama</th>
+                        <th class="py-4 text-left">Email</th>
+                        <th class="py-4 text-left">Role</th>
+                        <th class="py-4 text-left">Status</th>
+                        <th class="py-4 text-left">Terakhir Aktif</th>
+                        <th class="py-4 text-center">Aksi</th>
+                    </tr>
+                </thead>
+
+                <tbody class="text-slate-700">
+
+                    <?php $__empty_1 = true; $__currentLoopData = $users; $__env->addLoop($__currentLoopData); foreach($__currentLoopData as $user): $__env->incrementLoopIndices(); $loop = $__env->getLastLoop(); $__empty_1 = false; ?>
+
+                    <tr class="border-b hover:bg-slate-50 transition">
+
+                        <td class="py-4"><?php echo e($loop->iteration); ?></td>
+
+                        <td class="py-4">
+                            <div class="flex items-center gap-3">
+                                <div class="w-10 h-10 rounded-full bg-slate-200 flex items-center justify-center text-xs font-bold text-slate-600">
+                                    <?php echo e(strtoupper(substr($user->name, 0, 2))); ?>
+
+                                </div>
+                                <span class="font-medium"><?php echo e($user->name); ?></span>
+                            </div>
+                        </td>
+
+                        <td class="py-4"><?php echo e($user->email); ?></td>
+
+                        <td class="py-4">
+                            <?php if($user->role == 'admin'): ?>
+                            <span class="bg-purple-100 text-purple-700 px-3 py-1 rounded-full text-xs font-semibold">Admin</span>
+                            <?php else: ?>
+                            <span class="bg-blue-100 text-blue-700 px-3 py-1 rounded-full text-xs font-semibold">Staff</span>
+                            <?php endif; ?>
+                        </td>
+
+                        <td class="py-4">
+                            <span class="bg-green-100 text-green-700 px-3 py-1 rounded-full text-xs font-semibold">Aktif</span>
+                        </td>
+
+                        <td class="py-4"><?php echo e($user->updated_at->format('d M Y, H:i')); ?></td>
+
+                        <td class="py-4">
+                            <div class="flex justify-center gap-2">
+
+                                <button
+                                    onclick="openEditModal('<?php echo e($user->id); ?>', '<?php echo e(addslashes($user->name)); ?>', '<?php echo e($user->email); ?>', '<?php echo e($user->role); ?>')"
+                                    class="w-11 h-11 rounded-2xl border border-blue-200 text-blue-600 hover:bg-blue-50 flex items-center justify-center transition"
+                                    title="Edit Pengguna">✏️</button>
+
+                                <button
+                                    onclick="openPasswordModal('<?php echo e($user->id); ?>')"
+                                    class="w-11 h-11 rounded-2xl border border-amber-200 text-amber-500 hover:bg-amber-50 flex items-center justify-center transition"
+                                    title="Reset Password">🔒</button>
+
+                                <button
+                                    onclick="openDeleteModal('<?php echo e($user->id); ?>', '<?php echo e($user->role); ?>')"
+                                    class="w-11 h-11 rounded-2xl border border-red-200 text-red-500 hover:bg-red-50 flex items-center justify-center transition"
+                                    title="Hapus Pengguna">🗑️</button>
+
+                            </div>
+                        </td>
+
+                    </tr>
+
+                    <?php endforeach; $__env->popLoop(); $loop = $__env->getLastLoop(); if ($__empty_1): ?>
+
+                    <tr>
+                        <td colspan="7" class="py-10 text-center text-slate-400">
+                            Data pengguna belum tersedia.
+                        </td>
+                    </tr>
+
+                    <?php endif; ?>
+
+                </tbody>
+
+            </table>
+
+        </div>
+
+        <!-- PAGINATION -->
+        <div class="flex flex-col md:flex-row md:items-center md:justify-between gap-4 mt-6">
+            <p class="text-sm text-slate-500">
+                Menampilkan <?php echo e($users->firstItem() ?? 0); ?> - <?php echo e($users->lastItem() ?? 0); ?>
+
+                dari <?php echo e($users->total()); ?> pengguna
+            </p>
+            <?php echo e($users->links()); ?>
+
+        </div>
+
+    </div>
+
+</div>
+
+
+<!-- ================= MODAL TAMBAH PENGGUNA ================= -->
+<div id="tambahModal"
+    class="hidden fixed inset-0 bg-black/40 z-50 flex items-center justify-center px-4">
+
+    <div class="bg-white rounded-3xl p-6 shadow-2xl w-full" style="max-width: 480px;">
+
+        <div class="flex items-start justify-between mb-5">
+            <div>
+                <h2 class="text-2xl font-bold text-slate-800">Tambah Pengguna</h2>
+                <p class="text-slate-500 text-sm mt-1">Buat akun pengguna baru untuk sistem SENTARA.</p>
+            </div>
+            <button onclick="closeTambahModal()"
+                class="text-slate-400 hover:text-slate-700 text-2xl leading-none ml-4 flex-shrink-0">×</button>
+        </div>
+
+        
+<form method="POST" action="/kelola-pengguna" id="tambahForm">
+
+            <?php echo csrf_field(); ?>
+
+            <div class="mb-4">
+                <label class="block text-sm font-semibold text-slate-700 mb-2">Nama Pengguna</label>
+                <input type="text" name="name" placeholder="Masukkan nama lengkap"
+                    class="w-full rounded-2xl border border-slate-200 px-4 py-3 text-sm focus:ring-2 focus:ring-blue-500 focus:outline-none" required>
+            </div>
+
+            <div class="mb-4">
+                <label class="block text-sm font-semibold text-slate-700 mb-2">Email</label>
+                <input type="email" name="email" placeholder="contoh@email.com"
+                    class="w-full rounded-2xl border border-slate-200 px-4 py-3 text-sm focus:ring-2 focus:ring-blue-500 focus:outline-none" required>
+            </div>
+
+            <div class="mb-4">
+                <label class="block text-sm font-semibold text-slate-700 mb-2">Role Pengguna</label>
+                <select name="role"
+                    class="w-full rounded-2xl border border-slate-200 px-4 py-3 text-sm focus:ring-2 focus:ring-blue-500 focus:outline-none">
+                    <option value="staff">Staff</option>
+                    <option value="admin">Admin</option>
+                </select>
+            </div>
+
+            <div class="mb-4">
+                <label class="block text-sm font-semibold text-slate-700 mb-2">Password</label>
+                <input type="password" name="password" placeholder="Minimal 8 karakter"
+                    class="w-full rounded-2xl border border-slate-200 px-4 py-3 text-sm focus:ring-2 focus:ring-blue-500 focus:outline-none" required>
+            </div>
+
+            <div class="mb-6">
+                <label class="block text-sm font-semibold text-slate-700 mb-2">Konfirmasi Password</label>
+                <input type="password" name="password_confirmation" placeholder="Ulangi password"
+                    class="w-full rounded-2xl border border-slate-200 px-4 py-3 text-sm focus:ring-2 focus:ring-blue-500 focus:outline-none" required>
+            </div>
+
+            <div class="flex gap-3">
+                <button type="button" onclick="closeTambahModal()"
+                    class="flex-1 py-3 rounded-2xl border border-slate-200 text-slate-600 text-sm font-medium hover:bg-slate-100 transition">
+                    Batal
+                </button>
+                <button type="submit"
+                    class="flex-1 py-3 rounded-2xl bg-blue-600 hover:bg-blue-700 text-white text-sm font-semibold transition">
+                    Tambah
+                </button>
+            </div>
+
+        </form>
+
+    </div>
+
+</div>
+
+
+<!-- ================= MODAL EDIT ================= -->
+<div id="editModal"
+    class="hidden fixed inset-0 bg-black/40 z-50 flex items-center justify-center px-4">
+
+    <div class="bg-white rounded-3xl p-6 shadow-2xl w-full" style="max-width: 480px;">
+
+        <div class="flex items-start justify-between mb-5">
+            <div>
+                <h2 class="text-2xl font-bold text-slate-800">Edit Pengguna</h2>
+                <p class="text-slate-500 text-sm mt-1">Perbarui informasi akun pengguna SENTARA.</p>
+            </div>
+            <button onclick="closeEditModal()"
+                class="text-slate-400 hover:text-slate-700 text-2xl leading-none ml-4 flex-shrink-0">×</button>
+        </div>
+
+        <form method="POST" id="editForm">
+            <?php echo csrf_field(); ?>
+            <?php if($errors->any()): ?>
+                <div class="mb-4 rounded-2xl bg-red-50 border border-red-200 text-red-600 px-4 py-3 text-sm">
+                    <?php echo e($errors->first()); ?>
+
+                </div>
+            <?php endif; ?>
+            <?php echo method_field('PUT'); ?>
+
+            <div class="mb-4">
+                <label class="block text-sm font-semibold text-slate-700 mb-2">Nama Pengguna</label>
+                <input type="text" name="name" id="editName"
+                    class="w-full rounded-2xl border border-slate-200 px-4 py-3 text-sm focus:ring-2 focus:ring-blue-500 focus:outline-none">
+            </div>
+
+            <div class="mb-4">
+                <label class="block text-sm font-semibold text-slate-700 mb-2">Email</label>
+                <input type="email" name="email" id="editEmail"
+                    class="w-full rounded-2xl border border-slate-200 px-4 py-3 text-sm focus:ring-2 focus:ring-blue-500 focus:outline-none">
+            </div>
+
+            <div class="mb-6">
+                <label class="block text-sm font-semibold text-slate-700 mb-2">Role Pengguna</label>
+                <select name="role" id="editRole"
+                    class="w-full rounded-2xl border border-slate-200 px-4 py-3 text-sm focus:ring-2 focus:ring-blue-500 focus:outline-none">
+                    <option value="admin">Admin</option>
+                    <option value="staff">Staff</option>
+                </select>
+            </div>
+
+            <div class="flex gap-3">
+                <button type="button" onclick="closeEditModal()"
+                    class="flex-1 py-3 rounded-2xl border border-slate-200 text-slate-600 text-sm font-medium hover:bg-slate-100 transition">
+                    Batal
+                </button>
+                <button type="submit"
+                    class="flex-1 py-3 rounded-2xl bg-blue-600 hover:bg-blue-700 text-white text-sm font-semibold transition">
+                    Simpan
+                </button>
+            </div>
+        </form>
+
+    </div>
+
+</div>
+
+
+<!-- ================= MODAL RESET PASSWORD ================= -->
+<div id="passwordModal"
+    class="hidden fixed inset-0 bg-black/40 z-50 flex items-center justify-center px-4">
+
+    <div class="bg-white rounded-3xl p-6 shadow-2xl w-full" style="max-width: 480px;">
+
+        <div class="flex items-start justify-between mb-5">
+            <div>
+                <h2 class="text-2xl font-bold text-slate-800">Reset Password</h2>
+                <p class="text-slate-500 text-sm mt-1">Buat password baru pengguna.</p>
+            </div>
+            <button onclick="closePasswordModal()"
+                class="text-slate-400 hover:text-slate-700 text-2xl leading-none ml-4 flex-shrink-0">×</button>
+        </div>
+
+        <div class="mb-5 bg-amber-50 border border-amber-200 rounded-2xl p-4">
+            <p class="text-sm text-amber-700 leading-relaxed">
+                Password minimal 8 karakter dan harus kombinasi huruf besar, huruf kecil, dan angka.
+            </p>
+        </div>
+
+        <form method="POST" id="passwordForm">
+            <?php echo csrf_field(); ?>
+            <?php echo method_field('PUT'); ?>
+
+            <div class="mb-4">
+                <label class="block text-sm font-semibold text-slate-700 mb-2">Password Baru</label>
+                <input type="password" name="password"
+                    class="w-full rounded-2xl border border-slate-200 px-4 py-3 text-sm focus:ring-2 focus:ring-amber-400 focus:outline-none">
+            </div>
+
+            <div class="mb-6">
+                <label class="block text-sm font-semibold text-slate-700 mb-2">Konfirmasi Password</label>
+                <input type="password" name="password_confirmation"
+                    class="w-full rounded-2xl border border-slate-200 px-4 py-3 text-sm focus:ring-2 focus:ring-amber-400 focus:outline-none">
+            </div>
+
+            <div class="flex gap-3">
+                <button type="button" onclick="closePasswordModal()"
+                    class="flex-1 py-3 rounded-2xl border border-slate-200 text-slate-600 text-sm font-medium hover:bg-slate-100 transition">
+                    Batal
+                </button>
+                <button type="submit"
+                    class="flex-1 py-3 rounded-2xl bg-amber-500 hover:bg-amber-600 text-white text-sm font-semibold transition">
+                    Reset
+                </button>
+            </div>
+        </form>
+
+    </div>
+
+</div>
+
+
+<!-- ================= MODAL DELETE ================= -->
+<div id="deleteModal"
+    class="hidden fixed inset-0 bg-black/40 z-50 flex items-center justify-center px-4">
+
+    <div class="bg-white rounded-3xl p-6 shadow-2xl w-full text-center" style="max-width: 400px;">
+
+        <div class="w-16 h-16 mx-auto rounded-full bg-red-100 flex items-center justify-center text-3xl mb-4">🗑️</div>
+        <h2 class="text-2xl font-bold text-slate-800">Hapus Pengguna?</h2>
+        <p class="text-slate-500 text-sm mt-2 leading-relaxed">
+            Data pengguna akan dihapus permanen dan tidak dapat dikembalikan.
+        </p>
+
+        <form method="POST" id="deleteForm" class="mt-6">
+            <?php echo csrf_field(); ?>
+            <?php echo method_field('DELETE'); ?>
+            <div class="flex gap-3">
+                <button type="button" onclick="closeDeleteModal()"
+                    class="flex-1 py-3 rounded-2xl border border-slate-200 text-slate-600 text-sm font-medium hover:bg-slate-100 transition">
+                    Batal
+                </button>
+                <button type="submit"
+                    class="flex-1 py-3 rounded-2xl bg-red-500 hover:bg-red-600 text-white text-sm font-semibold transition">
+                    Hapus
+                </button>
+            </div>
+        </form>
+
+    </div>
+
+</div>
+
+
+<!-- ================= MODAL ADMIN TIDAK BISA DIHAPUS ================= -->
+<div id="adminAlertModal"
+    class="hidden fixed inset-0 bg-black/40 z-50 flex items-center justify-center px-4">
+
+    <div class="bg-white rounded-3xl p-6 shadow-2xl w-full text-center" style="max-width: 400px;">
+
+        <div class="w-16 h-16 mx-auto rounded-full bg-amber-100 flex items-center justify-center text-3xl mb-4">⚠️</div>
+        <h2 class="text-2xl font-bold text-slate-800">Akses Ditolak</h2>
+        <p class="text-slate-500 text-sm mt-2 leading-relaxed">
+            Akun administrator tidak dapat dihapus demi menjaga keamanan sistem.
+        </p>
+
+        <button onclick="closeAdminAlertModal()"
+            class="w-full mt-6 py-3 rounded-2xl bg-blue-600 hover:bg-blue-700 text-white text-sm font-semibold transition">
+            Mengerti
+        </button>
+
+    </div>
+
+</div>
+
+
+<!-- ================= SCRIPT ================= -->
+<script>
+
+/* ---- TAMBAH ---- */
+function openTambahModal() {
+    document.getElementById('tambahModal').classList.remove('hidden');
+    document.getElementById('tambahForm').reset();
+}
+function closeTambahModal() {
+    document.getElementById('tambahModal').classList.add('hidden');
+}
+
+/* ---- EDIT ---- */
+function openEditModal(id, name, email, role) {
+    document.getElementById('editModal').classList.remove('hidden');
+    document.getElementById('editName').value  = name;
+    document.getElementById('editEmail').value = email;
+    document.getElementById('editRole').value  = role;
+    document.getElementById('editForm').action = '/kelola-pengguna/' + id;
+}
+function closeEditModal() {
+    document.getElementById('editModal').classList.add('hidden');
+}
+
+/* ---- RESET PASSWORD ---- */
+function openPasswordModal(id) {
+    document.getElementById('passwordModal').classList.remove('hidden');
+    document.getElementById('passwordForm').action =
+        '/kelola-pengguna/' + id + '/reset-password';
+}
+function closePasswordModal() {
+    document.getElementById('passwordModal').classList.add('hidden');
+}
+
+/* ---- DELETE ---- */
+function openDeleteModal(id, role) {
+    if (role === 'admin') {
+        document.getElementById('adminAlertModal').classList.remove('hidden');
+        return;
+    }
+    document.getElementById('deleteModal').classList.remove('hidden');
+    document.getElementById('deleteForm').action = '/kelola-pengguna/' + id;
+}
+function closeDeleteModal() {
+    document.getElementById('deleteModal').classList.add('hidden');
+}
+function closeAdminAlertModal() {
+    document.getElementById('adminAlertModal').classList.add('hidden');
+}
+
+</script>
+
+<?php $__env->stopSection(); ?>
+<?php echo $__env->make('layouts.sentara', array_diff_key(get_defined_vars(), ['__data' => 1, '__path' => 1]))->render(); ?><?php /**PATH C:\laragon\www\SistemAnalisisSentimen\resources\views/kelolauser/index.blade.php ENDPATH**/ ?>

storage/framework/views/83200b6ca19a8da36ba75ad680d43e19.php

@@ -3,6 +3,8 @@
     $totalDestinasiAnalisis ??= 0;
     $totalDestinasiBerkeluhan ??= 0;
     $totalNegatif     ??= 0;
+    $totalPositif     ??= 0;
+    $totalNetral      ??= 0;
     $totalUlasan      ??= 0;
     $persenNegatif    ??= 0;
     $tingkatKepuasan  ??= 0;
@@ -15,6 +17,37 @@
     $prioritas        ??= [];
 ?>
 
+<?php
+    // $persenPositif, $persenNetral, $isuNegatif, $isuNetral, $isuPositif sudah dikirim dari controller
+    // Icon map untuk prioritas cards
+    $iconMap = [
+        'harga'     => '🎫',
+        'tiket'     => '🎫',
+        'kebersihan'=> '🧹',
+        'parkir'    => '🚗',
+        'fasilitas' => '🏗️',
+        'keramaian' => '👥',
+        'akses'     => '🛣️',
+        'jalan'     => '🛣️',
+        'default'   => '⚙️',
+    ];
+?>
+
+<style>
+.gauge-ring {
+    transform: rotate(-90deg);
+    transform-origin: center;
+}
+.gauge-wrap { position: relative; display: inline-block; }
+.gauge-inner {
+    position: absolute;
+    top: 50%; left: 50%;
+    transform: translate(-50%, -30%);
+    text-align: center;
+    line-height: 1.1;
+}
+</style>
+
 <div class="space-y-6">
 
     
@@ -22,7 +55,7 @@
         <div>
             <h2 class="text-2xl font-bold text-gray-800">Rekomendasi Layanan</h2>
             <p class="text-sm text-gray-500">
-                Rekomendasi dibuat dari ulasan negatif agar saran perbaikan fokus pada keluhan pengunjung.
+                Rekomendasi dibuat dari hasil analisis sentimen untuk perbaikan layanan destinasi wisata.
             </p>
             <p class="text-xs text-gray-400 mt-1">
                 <?php echo e($totalDestinasiAnalisis); ?> destinasi dianalisis, <?php echo e($totalDestinasiBerkeluhan); ?> destinasi memiliki ulasan negatif.
@@ -32,7 +65,10 @@
         
         <form method="GET" action="<?php echo e(route('dashboard')); ?>" class="flex gap-3">
             <input type="hidden" name="tab" value="rekomendasi">
-            <input type="hidden" name="periode_id" value="<?php echo e($periodeAktif->id ?? request('periode_id')); ?>">
+            <input type="hidden" name="periode_id" value="<?php echo e($periodeId ?? $periodeAktif->id ?? request('periode_id')); ?>">
+            <?php if(request('periode_bulan')): ?>
+                <input type="hidden" name="periode_bulan" value="<?php echo e(request('periode_bulan')); ?>">
+            <?php endif; ?>
             <select name="destinasi" onchange="this.form.submit()"
                 class="border rounded-lg pl-3 pr-9 py-2 text-sm min-w-[220px] focus:outline-none focus:ring-2 focus:ring-blue-400">
                 <option value="">Semua Destinasi</option>
@@ -47,136 +83,170 @@ class="border rounded-lg pl-3 pr-9 py-2 text-sm min-w-[220px] focus:outline-none
     </div>
 
     
-    <div class="grid grid-cols-2 md:grid-cols-4 gap-4">
+    <div class="grid grid-cols-1 md:grid-cols-3 gap-4">
 
-        <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 class="bg-white rounded-xl shadow p-5 flex items-center justify-between">
             <div>
-                <p class="text-sm text-gray-500">Destinasi Dianalisis</p>
+                <p class="text-sm font-semibold text-green-600">Tingkat Positif</p>
-                <h3 class="text-xl font-bold"><?php echo e($totalDestinasiAnalisis); ?></h3>
+                <h3 class="text-4xl font-bold text-green-600 mt-1"><?php echo e($persenPositif); ?>%</h3>
-                <p class="text-xs text-gray-500"><?php echo e($totalDestinasiBerkeluhan); ?> punya keluhan</p>
+                <span class="inline-block mt-2 text-xs px-3 py-1 rounded-full bg-green-100 text-green-700 font-medium">Positif</span>
+                <p class="text-xs text-gray-400 mt-2"><?php echo e($totalPositif); ?> ulasan</p>
+            </div>
+            <div class="gauge-wrap">
+                <svg width="90" height="70" viewBox="0 0 90 70">
+                    <path d="M 10 65 A 35 35 0 0 1 80 65" fill="none" stroke="#e5e7eb" stroke-width="8" stroke-linecap="round"/>
+                    <path d="M 10 65 A 35 35 0 0 1 80 65" fill="none" stroke="#22c55e" stroke-width="8" stroke-linecap="round"
+                        stroke-dasharray="<?php echo e(round($persenPositif * 1.099)); ?> 110"
+                        style="transition: stroke-dasharray 0.8s ease"/>
+                </svg>
+                <div style="position:absolute;bottom:6px;left:50%;transform:translateX(-50%);font-size:1.5rem;">😊</div>
             </div>
         </div>
 
-        <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 class="bg-white rounded-xl shadow p-5 flex items-center justify-between">
             <div>
-                <p class="text-sm text-gray-500">Total Ulasan Negatif</p>
+                <p class="text-sm font-semibold text-red-500">Tingkat Negatif</p>
-                <h3 class="text-xl font-bold"><?php echo e($totalNegatif); ?></h3>
+                <h3 class="text-4xl font-bold text-red-500 mt-1"><?php echo e($persenNegatif); ?>%</h3>
-                <p class="text-xs text-red-500"><?php echo e($persenNegatif); ?>% dari total</p>
+                <span class="inline-block mt-2 text-xs px-3 py-1 rounded-full bg-red-100 text-red-600 font-medium">Negatif</span>
+                <p class="text-xs text-gray-400 mt-2"><?php echo e($totalNegatif); ?> ulasan</p>
+            </div>
+            <div class="gauge-wrap">
+                <svg width="90" height="70" viewBox="0 0 90 70">
+                    <path d="M 10 65 A 35 35 0 0 1 80 65" fill="none" stroke="#fee2e2" stroke-width="8" stroke-linecap="round"/>
+                    <path d="M 10 65 A 35 35 0 0 1 80 65" fill="none" stroke="#ef4444" stroke-width="8" stroke-linecap="round"
+                        stroke-dasharray="<?php echo e(round($persenNegatif * 1.099)); ?> 110"
+                        style="transition: stroke-dasharray 0.8s ease"/>
+                </svg>
+                <div style="position:absolute;bottom:6px;left:50%;transform:translateX(-50%);font-size:1.5rem;">😟</div>
             </div>
         </div>
 
-        <div class="bg-white rounded-xl shadow p-5 flex items-center gap-4">
+        
-            <div class="bg-green-100 text-green-600 p-3 rounded-full text-xl">😊</div>
+        <div class="bg-white rounded-xl shadow p-5 flex items-center justify-between">
             <div>
-                <p class="text-sm text-gray-500">Tingkat Kepuasan</p>
+                <p class="text-sm font-semibold text-gray-500">Tingkat Netral</p>
-                <h3 class="text-xl font-bold"><?php echo e($tingkatKepuasan); ?>%</h3>
+                <h3 class="text-4xl font-bold text-gray-600 mt-1"><?php echo e($persenNetral); ?>%</h3>
-                <span class="text-xs px-2 py-1 rounded
+                <span class="inline-block mt-2 text-xs px-3 py-1 rounded-full bg-gray-100 text-gray-600 font-medium">Netral</span>
-                    <?php echo e($labelKepuasan === 'Baik'   ? 'bg-green-100 text-green-700'  :
+                <p class="text-xs text-gray-400 mt-2"><?php echo e($totalNetral); ?> ulasan</p>
-                      ($labelKepuasan === 'Sedang' ? 'bg-yellow-100 text-yellow-700' :
-                                                     'bg-red-100 text-red-700')); ?>">
-                    <?php echo e($labelKepuasan); ?>
-
-                </span>
             </div>
-        </div>
+            <div class="gauge-wrap">
-
+                <svg width="90" height="70" viewBox="0 0 90 70">
-        <div class="bg-white rounded-xl shadow p-5 flex items-center gap-4">
+                    <path d="M 10 65 A 35 35 0 0 1 80 65" fill="none" stroke="#e5e7eb" stroke-width="8" stroke-linecap="round"/>
-            <div class="bg-purple-100 text-purple-600 p-3 rounded-full text-xl">❗</div>
+                    <path d="M 10 65 A 35 35 0 0 1 80 65" fill="none" stroke="#9ca3af" stroke-width="8" stroke-linecap="round"
-            <div>
+                        stroke-dasharray="<?php echo e(round($persenNetral * 1.099)); ?> 110"
-                <p class="text-sm text-gray-500">Isu Dominan</p>
+                        style="transition: stroke-dasharray 0.8s ease"/>
-                <h3 class="text-xl font-bold"><?php echo e($isuDominan); ?></h3>
+                </svg>
-                <p class="text-xs text-gray-500"><?php echo e($isuDominanPersen); ?>% dari total isu</p>
+                <div style="position:absolute;bottom:6px;left:50%;transform:translateX(-50%);font-size:1.5rem;">😐</div>
             </div>
         </div>
 
     </div>
 
 
+
+    
     <div class="grid grid-cols-1 lg:grid-cols-3 gap-6">
 
         
         <div class="bg-white rounded-xl shadow p-5">
-            <h3 class="font-semibold mb-4 text-gray-700">Isu Utama (Top 5)</h3>
+            <h3 class="font-semibold mb-4 text-red-600">Isu Negatif Utama (Top 5)</h3>
 
-            <?php $__empty_1 = true; $__currentLoopData = $isuUtama; $__env->addLoop($__currentLoopData); foreach($__currentLoopData as $i => $isu): $__env->incrementLoopIndices(); $loop = $__env->getLastLoop(); $__empty_1 = false; ?>
+            <?php $__empty_1 = true; $__currentLoopData = $isuNegatif; $__env->addLoop($__currentLoopData); foreach($__currentLoopData as $i => $isu): $__env->incrementLoopIndices(); $loop = $__env->getLastLoop(); $__empty_1 = false; ?>
-                <?php
+                <?php if($i >= 5): ?> <?php break; ?> <?php endif; ?>
-                    $warnaClass = match($isu['color']) {
-                        'red'    => 'bg-red-500',
-                        'orange' => 'bg-orange-500',
-                        'yellow' => 'bg-yellow-400',
-                        'green'  => 'bg-green-500',
-                        default  => 'bg-blue-500',
-                    };
-                ?>
                 <div class="mb-4">
                     <div class="flex justify-between text-sm mb-1">
-                        <span><?php echo e($i + 1); ?>. <?php echo e($isu['nama']); ?></span>
+                        <span class="text-gray-700"><?php echo e($i + 1); ?>. <?php echo e($isu['nama']); ?></span>
-                        <span class="font-semibold"><?php echo e($isu['persen']); ?>%</span>
+                        <span class="font-semibold text-gray-800">
+                            <?php echo e($isu['persen']); ?>%
+                            <?php if(isset($isu['jumlah'])): ?> (<?php echo e($isu['jumlah']); ?>) <?php endif; ?>
+                        </span>
+                    </div>
+                    <div class="w-full bg-red-100 h-2 rounded">
+                        <div class="h-2 rounded bg-red-500" style="width: <?php echo e($isu['persen']); ?>%"></div>
+                    </div>
+                </div>
+            <?php endforeach; $__env->popLoop(); $loop = $__env->getLastLoop(); if ($__empty_1): ?>
+                <p class="text-sm text-gray-400 text-center py-4">Belum ada data isu negatif.</p>
+            <?php endif; ?>
+
+            <p class="text-xs text-red-400 mt-2">
+                Persentase berdasarkan dari total ulasan negatif (<?php echo e($totalNegatif); ?> ulasan)
+            </p>
+        </div>
+
+        
+        <div class="bg-white rounded-xl shadow p-5">
+            <h3 class="font-semibold mb-4 text-gray-600">Isu Netral Utama (Top 5)</h3>
+
+            <?php $__empty_1 = true; $__currentLoopData = $isuNetral; $__env->addLoop($__currentLoopData); foreach($__currentLoopData as $i => $isu): $__env->incrementLoopIndices(); $loop = $__env->getLastLoop(); $__empty_1 = false; ?>
+                <?php if($i >= 5): ?> <?php break; ?> <?php endif; ?>
+                <div class="mb-4">
+                    <div class="flex justify-between text-sm mb-1">
+                        <span class="text-gray-700"><?php echo e($i + 1); ?>. <?php echo e($isu['nama']); ?></span>
+                        <span class="font-semibold text-gray-800">
+                            <?php echo e($isu['persen']); ?>%
+                            <?php if(isset($isu['jumlah'])): ?> (<?php echo e($isu['jumlah']); ?>) <?php endif; ?>
+                        </span>
                     </div>
                     <div class="w-full bg-gray-200 h-2 rounded">
-                        <div class="h-2 rounded <?php echo e($warnaClass); ?>" style="width: <?php echo e($isu['persen']); ?>%"></div>
+                        <div class="h-2 rounded bg-gray-500" style="width: <?php echo e($isu['persen']); ?>%"></div>
                     </div>
                 </div>
             <?php endforeach; $__env->popLoop(); $loop = $__env->getLastLoop(); if ($__empty_1): ?>
-                <p class="text-sm text-gray-400 text-center py-4">Belum ada data isu.</p>
+                <p class="text-sm text-gray-400 text-center py-4">Belum ada data isu netral.</p>
             <?php endif; ?>
+
+            <p class="text-xs text-gray-400 mt-2">
+                Persentase berdasarkan dari total ulasan netral (<?php echo e($totalNetral); ?> ulasan)
+            </p>
         </div>
 
         
         <div class="bg-white rounded-xl shadow p-5">
-            <h3 class="font-semibold mb-4 text-gray-700">Kata Kunci Dominan</h3>
+            <h3 class="font-semibold mb-4 text-green-600">Aspek Positif Utama (Top 5)</h3>
 
-            <?php $maxFreq = !empty($kataDominan) ? max($kataDominan) : 1; ?>
+            <?php $__empty_1 = true; $__currentLoopData = $isuPositif; $__env->addLoop($__currentLoopData); foreach($__currentLoopData as $i => $isu): $__env->incrementLoopIndices(); $loop = $__env->getLastLoop(); $__empty_1 = false; ?>
-
+                <?php if($i >= 5): ?> <?php break; ?> <?php endif; ?>
-            <?php $__empty_1 = true; $__currentLoopData = array_slice($kataDominan, 0, 5, true); $__env->addLoop($__currentLoopData); foreach($__currentLoopData as $kata => $jumlah): $__env->incrementLoopIndices(); $loop = $__env->getLastLoop(); $__empty_1 = false; ?>
+                <div class="mb-4">
-                <div class="mb-3">
+                    <div class="flex justify-between text-sm mb-1">
-                    <div class="flex justify-between text-sm">
+                        <span class="text-gray-700"><?php echo e($i + 1); ?>. <?php echo e($isu['nama']); ?></span>
-                        <span><?php echo e($kata); ?></span>
+                        <span class="font-semibold text-gray-800">
-                        <span class="font-semibold text-blue-600"><?php echo e($jumlah); ?>x</span>
+                            <?php echo e($isu['persen']); ?>%
+                            <?php if(isset($isu['jumlah'])): ?> (<?php echo e($isu['jumlah']); ?>) <?php endif; ?>
+                        </span>
                     </div>
-                    <div class="w-full bg-gray-200 h-2 rounded mt-1">
+                    <div class="w-full bg-green-100 h-2 rounded">
-                        <div class="bg-blue-500 h-2 rounded" style="width: <?php echo e(round(($jumlah / $maxFreq) * 100)); ?>%"></div>
+                        <div class="h-2 rounded bg-green-500" style="width: <?php echo e($isu['persen']); ?>%"></div>
                     </div>
                 </div>
             <?php endforeach; $__env->popLoop(); $loop = $__env->getLastLoop(); if ($__empty_1): ?>
-                <p class="text-sm text-gray-400 text-center py-4">Belum ada kata kunci.</p>
+                <p class="text-sm text-gray-400 text-center py-4">Belum ada data isu positif.</p>
             <?php endif; ?>
+
+            <p class="text-xs text-green-400 mt-2">
+                Persentase berdasarkan dari total ulasan positif (<?php echo e($totalPositif); ?> ulasan)
+            </p>
+        </div>
+
     </div>
 
     
-        <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">
-                <?php $__empty_1 = true; $__currentLoopData = $saranPerbaikan; $__env->addLoop($__currentLoopData); foreach($__currentLoopData as $saran): $__env->incrementLoopIndices(); $loop = $__env->getLastLoop(); $__empty_1 = false; ?>
-                    <div class="flex gap-3">
-                        <div class="text-xl"><?php echo e($saran['icon']); ?></div>
     <div>
-                            <p class="font-semibold"><?php echo e($saran['nama']); ?></p>
+        <h3 class="text-lg font-bold text-gray-800 mb-1">Prioritas Rekomendasi Perbaikan Layanan</h3>
-                            <p class="text-gray-600"><?php echo e($saran['tip']); ?></p>
+        <p class="text-sm text-gray-500 mb-4">Prioritas disusun berdasarkan frekuensi isu negatif dan dampaknya terhadap kepuasan pengunjung.</p>
-                        </div>
-                    </div>
-                <?php endforeach; $__env->popLoop(); $loop = $__env->getLastLoop(); if ($__empty_1): ?>
-                    <p class="text-sm text-gray-400 text-center py-4">Belum ada saran.</p>
-                <?php endif; ?>
-            </div>
-        </div>
-
-    </div>
-
 
         <div class="grid grid-cols-1 md:grid-cols-3 gap-6">
 
             <?php $__empty_1 = true; $__currentLoopData = $prioritas; $__env->addLoop($__currentLoopData); foreach($__currentLoopData as $p): $__env->incrementLoopIndices(); $loop = $__env->getLastLoop(); $__empty_1 = false; ?>
                 <?php
                     $border = match($p['color']) {
-                    'red'    => 'border-red-300',
+                        'red'    => 'border-red-200',
-                    'orange' => 'border-orange-300',
+                        'orange' => 'border-orange-200',
-                    'yellow' => 'border-yellow-300',
+                        'yellow' => 'border-yellow-200',
-                    'green'  => 'border-green-300',
+                        'green'  => 'border-green-200',
-                    default  => 'border-blue-300',
+                        default  => 'border-blue-200',
                     };
                     $title = match($p['color']) {
                         'red'    => 'text-red-600',
@@ -186,28 +256,52 @@ class="border rounded-lg pl-3 pr-9 py-2 text-sm min-w-[220px] focus:outline-none
                         default  => 'text-blue-600',
                     };
                     $dampak = match($p['color']) {
-                    'red'    => 'bg-red-100 text-red-600',
+                        'red'    => 'bg-red-50 text-red-500 border border-red-200',
-                    'orange' => 'bg-orange-100 text-orange-600',
+                        'orange' => 'bg-orange-50 text-orange-500 border border-orange-200',
-                    'yellow' => 'bg-yellow-100 text-yellow-600',
+                        'yellow' => 'bg-yellow-50 text-yellow-600 border border-yellow-200',
-                    'green'  => 'bg-green-100 text-green-700',
+                        'green'  => 'bg-green-50 text-green-700 border border-green-200',
-                    default  => 'bg-blue-100 text-blue-600',
+                        default  => 'bg-blue-50 text-blue-600 border border-blue-200',
                     };
+                    $badgeBg = match($p['color']) {
+                        'red'    => 'bg-red-500',
+                        'orange' => 'bg-orange-400',
+                        'yellow' => 'bg-yellow-400',
+                        'green'  => 'bg-green-500',
+                        default  => 'bg-blue-500',
+                    };
+                    $namaLower = strtolower($p['nama']);
+                    $icon = '⚙️';
+                    foreach ($iconMap as $key => $val) {
+                        if (str_contains($namaLower, $key)) { $icon = $val; break; }
+                    }
                 ?>
                 <div class="border <?php echo e($border); ?> rounded-xl p-5 bg-white">
-                <h4 class="font-semibold <?php echo e($title); ?> mb-2">Prioritas <?php echo e($p['rank']); ?></h4>
+                    <div class="flex items-start gap-4 mb-3">
-                <h3 class="text-lg font-bold mb-3"><?php echo e($p['nama']); ?></h3>
+                        <div class="<?php echo e($badgeBg); ?> text-white rounded-full w-8 h-8 flex items-center justify-center font-bold text-sm flex-shrink-0">
+                            <?php echo e($p['rank']); ?>
+
+                        </div>
+                        <div>
+                            <p class="text-xs font-semibold <?php echo e($title); ?>">
+                                Prioritas <?php echo e($p['rank'] === 1 ? 'Utama' : ($p['rank'] === 2 ? 'Kedua' : 'Ketiga')); ?>
+
+                            </p>
+                            <h3 class="text-base font-bold text-gray-800"><?php echo e($p['nama']); ?></h3>
+                        </div>
+                        <div class="ml-auto text-3xl"><?php echo e($icon); ?></div>
+                    </div>
 
                     <ul class="text-sm space-y-2 mb-4">
                         <?php $__currentLoopData = $p['actions']; $__env->addLoop($__currentLoopData); foreach($__currentLoopData as $action): $__env->incrementLoopIndices(); $loop = $__env->getLastLoop(); ?>
-                        <li class="flex items-center gap-2">
+                            <li class="flex items-start gap-2 text-gray-700">
-                            <span class="text-blue-500">✔</span> <?php echo e($action); ?>
+                                <span class="text-blue-500 mt-0.5">✔</span> <?php echo e($action); ?>
 
                             </li>
                         <?php endforeach; $__env->popLoop(); $loop = $__env->getLastLoop(); ?>
                     </ul>
 
-                <div class="text-xs <?php echo e($dampak); ?> p-2 rounded">
+                    <div class="text-xs <?php echo e($dampak); ?> p-2 rounded-lg">
-                    Dampak: <?php echo e($p['dampak']); ?>
+                        Alasan: <?php echo e($p['dampak']); ?>
 
                     </div>
                 </div>
@@ -218,5 +312,12 @@ class="border rounded-lg pl-3 pr-9 py-2 text-sm min-w-[220px] focus:outline-none
             <?php endif; ?>
 
         </div>
+    </div>
+
+    
+    <div class="bg-blue-50 border border-blue-100 rounded-xl px-5 py-3 flex items-start gap-3 text-sm text-gray-600">
+        <span class="text-blue-500 mt-0.5">ℹ️</span>
+        <span>Rekomendasi dihasilkan secara otomatis berdasarkan hasil analisis sentimen dan kata kunci dominan dari ulasan wisatawan.</span>
+    </div>
 
 </div><?php /**PATH C:\laragon\www\SistemAnalisisSentimen\resources\views/rekomendasi/index.blade.php ENDPATH**/ ?>

storage/framework/views/fb843eb1366f55ecbc0d64d0bcaf77ad.php

@@ -101,12 +101,7 @@ class="bg-blue-600 text-white px-4 rounded h-[46px]">
 
     </form>
 
-    <a href="<?php echo e(route('riwayat.index')); ?>"
-    class="inline-flex items-center justify-center bg-blue-600 hover:bg-blue-700 text-white px-5 rounded-lg shadow transition h-[46px]">
     
-        <i class="fas fa-history mr-2"></i>
-        Lihat Riwayat
-    </a>
 
 </div>