From c2e22b1dae4e1535a98a90afeaf104c35224a4da Mon Sep 17 00:00:00 2001 From: MufridaFaraDiani27 Date: Tue, 26 May 2026 04:04:37 +0700 Subject: [PATCH] bismillah --- app/Http/Controllers/AnalisisController.php | 2 +- app/Http/Controllers/LaporanController.php | 176 + app/Http/Controllers/UlasanController.php | 141 +- app/Http/Controllers/UserController.php | 22 +- app/Models/HasilAnalisis.php | 3 + app/Models/PeriodeAnalisis.php | 16 + app/Providers/AppServiceProvider.php | 11 +- composer.json | 1 + composer.lock | 524 +- public/images/laporan-banner.png | Bin 0 -> 1897719 bytes resources/views/analisis/index.blade.php | 53 +- resources/views/kelolauser/index.blade.php | 5 + resources/views/laporan/bulanan.blade.php | 313 ++ resources/views/laporan/tahunan.blade.php | 110 + resources/views/rekomendasi/index.blade.php | 2 +- resources/views/ulasan/riwayat.blade.php | 12 +- routes/web.php | 1 + scraper/analisis.py | 77 +- scraper/analisis_baru.py | 329 ++ scraper/app.py | 295 ++ .../Labeled_LawangSewu_ReviewData.xlsx | Bin 0 -> 211338 bytes scraper/dataset/dataset.ipynb | 4463 +++++++++++++++++ scraper/model/model_sentiment.pkl | Bin 0 -> 143110 bytes scraper/model/tfidf_vectorizer.pkl | Bin 0 -> 102543 bytes scraper/scraping_pipeline.py | 3 +- scraper/train_model.py | 151 + storage/framework/views/.gitignore | 2 - .../01393f9a13853138207ac2c39f957ff5.php | 12 + .../02255f5465ee3f0b00b21396f74d58e8.php | 51 + .../0ffbbb43ae44ab9731454b1bcd822cb7.php | 33 + .../1cc8f9ec5179878be8cb506988c342cb.php | 60 + .../4ddda1d400d20a99c44d449f2ad28fac.php | 117 + .../51d817e6f87880f25ba24a789f4694de.php | 186 + .../5e10586ea85f27a52809d2a4db76680d.php | 12 + .../7d9c5f85ffaf54d07a80af266d96aade.php | 442 ++ .../83200b6ca19a8da36ba75ad680d43e19.php | 222 + .../85d32a0e7976e768b836f46c63cb5631.php | 4 + .../9466373cf194e81d673d71f3c52f4732.php | 12 + .../95fd4118cc419d74b5f43aee685a79d5.php | 4 + .../9ffa9783eb7ad81c70c9955ed7601fc8.php | 194 + .../ab3ba8940f81b3715d18ea258bfa635c.php | 117 + .../ab74199a13c3c0dfdc9e27669a8ce84b.php | 110 + .../d0a85338020b14da4f01751c61e88b86.php | 290 ++ .../da4c8b215347ddbbfe979485d71927be.php | 354 ++ .../e4943447826b401e3ae79b116caad596.php | 164 + .../efff736ac6713c641f28af9593bf95e4.php | 8 + .../f06c714e529d7b336cf1277434e6c2dc.php | 366 ++ .../f71e45552383a8f681cb76f2112991b4.php | 70 + .../f808e5b45ff9a0735aa2c22ec906831d.php | 204 + .../fb843eb1366f55ecbc0d64d0bcaf77ad.php | 222 + .../fc5d5071b5d09a668269efaa445d4eb5.php | 49 + 51 files changed, 9872 insertions(+), 143 deletions(-) create mode 100644 app/Http/Controllers/LaporanController.php create mode 100644 app/Models/PeriodeAnalisis.php create mode 100644 public/images/laporan-banner.png create mode 100644 resources/views/laporan/bulanan.blade.php create mode 100644 resources/views/laporan/tahunan.blade.php create mode 100644 scraper/analisis_baru.py create mode 100644 scraper/app.py create mode 100644 scraper/dataset/Labeled_LawangSewu_ReviewData.xlsx create mode 100644 scraper/dataset/dataset.ipynb create mode 100644 scraper/model/model_sentiment.pkl create mode 100644 scraper/model/tfidf_vectorizer.pkl create mode 100644 scraper/train_model.py delete mode 100644 storage/framework/views/.gitignore create mode 100644 storage/framework/views/01393f9a13853138207ac2c39f957ff5.php create mode 100644 storage/framework/views/02255f5465ee3f0b00b21396f74d58e8.php create mode 100644 storage/framework/views/0ffbbb43ae44ab9731454b1bcd822cb7.php create mode 100644 storage/framework/views/1cc8f9ec5179878be8cb506988c342cb.php create mode 100644 storage/framework/views/4ddda1d400d20a99c44d449f2ad28fac.php create mode 100644 storage/framework/views/51d817e6f87880f25ba24a789f4694de.php create mode 100644 storage/framework/views/5e10586ea85f27a52809d2a4db76680d.php create mode 100644 storage/framework/views/7d9c5f85ffaf54d07a80af266d96aade.php create mode 100644 storage/framework/views/83200b6ca19a8da36ba75ad680d43e19.php create mode 100644 storage/framework/views/85d32a0e7976e768b836f46c63cb5631.php create mode 100644 storage/framework/views/9466373cf194e81d673d71f3c52f4732.php create mode 100644 storage/framework/views/95fd4118cc419d74b5f43aee685a79d5.php create mode 100644 storage/framework/views/9ffa9783eb7ad81c70c9955ed7601fc8.php create mode 100644 storage/framework/views/ab3ba8940f81b3715d18ea258bfa635c.php create mode 100644 storage/framework/views/ab74199a13c3c0dfdc9e27669a8ce84b.php create mode 100644 storage/framework/views/d0a85338020b14da4f01751c61e88b86.php create mode 100644 storage/framework/views/da4c8b215347ddbbfe979485d71927be.php create mode 100644 storage/framework/views/e4943447826b401e3ae79b116caad596.php create mode 100644 storage/framework/views/efff736ac6713c641f28af9593bf95e4.php create mode 100644 storage/framework/views/f06c714e529d7b336cf1277434e6c2dc.php create mode 100644 storage/framework/views/f71e45552383a8f681cb76f2112991b4.php create mode 100644 storage/framework/views/f808e5b45ff9a0735aa2c22ec906831d.php create mode 100644 storage/framework/views/fb843eb1366f55ecbc0d64d0bcaf77ad.php create mode 100644 storage/framework/views/fc5d5071b5d09a668269efaa445d4eb5.php diff --git a/app/Http/Controllers/AnalisisController.php b/app/Http/Controllers/AnalisisController.php index 0e2b0a7..9d75534 100644 --- a/app/Http/Controllers/AnalisisController.php +++ b/app/Http/Controllers/AnalisisController.php @@ -67,4 +67,4 @@ public function index(Request $request) 'totalHasilAnalisis' )); } -} +} \ No newline at end of file diff --git a/app/Http/Controllers/LaporanController.php b/app/Http/Controllers/LaporanController.php new file mode 100644 index 0000000..5b44065 --- /dev/null +++ b/app/Http/Controllers/LaporanController.php @@ -0,0 +1,176 @@ +where('id', $periodeId)->first(); + if (!$periode) { + return back()->with('error', 'Periode tidak ditemukan.'); + } + + $data = $this->collectData($periodeId); + $data['periode'] = $periode; + $data['judulLaporan'] = 'Laporan Analisis Sentimen — ' . $periode->nama; + + $pdf = Pdf::loadView('laporan.bulanan', $data) + ->setPaper('a4', 'portrait') + ->setOptions(['dpi' => 110, 'defaultFont' => 'sans-serif', 'isHtml5ParserEnabled' => true]); + + $filename = 'laporan-sentimen-' . strtolower(str_replace(' ', '-', $periode->nama)) . '.pdf'; + + return $pdf->download($filename); + } + + // ───────────────────────────────────────────── + // Laporan TAHUNAN → /laporan/tahunan?tahun=2025 + // ───────────────────────────────────────────── + public function downloadTahunan(Request $request, $tahun) + { + $tahun = $request->input('tahun', now()->year); + + $periodeList = DB::table('periode_analisis') + ->where('tahun', $tahun) + ->orderBy('bulan') + ->get(); + + if ($periodeList->isEmpty()) { + return back()->with('error', "Tidak ada data untuk tahun $tahun."); + } + + // Kumpulkan data per bulan + $dataBulanan = []; + foreach ($periodeList as $periode) { + $dataBulanan[] = array_merge( + ['periode' => $periode], + $this->collectData($periode->id) + ); + } + + // Agregat tahunan + $totalUlasan = collect($dataBulanan)->sum(fn($d) => $d['totalUlasan']); + $totalPositif = collect($dataBulanan)->sum(fn($d) => $d['totalPositif']); + $totalNegatif = collect($dataBulanan)->sum(fn($d) => $d['totalNegatif']); + $totalNetral = collect($dataBulanan)->sum(fn($d) => $d['totalNetral']); + + $pdf = Pdf::loadView('laporan.tahunan', [ + 'tahun' => $tahun, + 'judulLaporan' => "Laporan Analisis Sentimen Tahunan — $tahun", + 'dataBulanan' => $dataBulanan, + 'totalUlasan' => $totalUlasan, + 'totalPositif' => $totalPositif, + 'totalNegatif' => $totalNegatif, + 'totalNetral' => $totalNetral, + 'persen' => $totalUlasan > 0 ? [ + 'positif' => round(($totalPositif / $totalUlasan) * 100, 1), + 'negatif' => round(($totalNegatif / $totalUlasan) * 100, 1), + 'netral' => round(($totalNetral / $totalUlasan) * 100, 1), + ] : ['positif' => 0, 'negatif' => 0, 'netral' => 0], + ]) + ->setPaper('a4', 'portrait') + ->setOptions(['dpi' => 110, 'defaultFont' => 'sans-serif', 'isHtml5ParserEnabled' => true]); + + return $pdf->download("laporan-sentimen-$tahun.pdf"); + } + + // ───────────────────────────────────────────── + // Helper: kumpulkan semua data untuk satu periode + // ───────────────────────────────────────────── + private function collectData(int $periodeId): array + { + // Statistik sentimen + $totalUlasan = DB::table('hasil_analisis')->where('periode_id', $periodeId)->count(); + $totalPositif = DB::table('hasil_analisis')->where('periode_id', $periodeId)->where('sentimen', 'positif')->count(); + $totalNegatif = DB::table('hasil_analisis')->where('periode_id', $periodeId)->where('sentimen', 'negatif')->count(); + $totalNetral = DB::table('hasil_analisis')->where('periode_id', $periodeId)->where('sentimen', 'netral')->count(); + + $persen = $totalUlasan > 0 ? [ + 'positif' => round(($totalPositif / $totalUlasan) * 100, 1), + 'negatif' => round(($totalNegatif / $totalUlasan) * 100, 1), + 'netral' => round(($totalNetral / $totalUlasan) * 100, 1), + ] : ['positif' => 0, 'negatif' => 0, 'netral' => 0]; + + // Evaluasi model + $evaluasi = DB::table('evaluasi_model') + ->where('periode_id', $periodeId) + ->latest() + ->first(); + + // Per destinasi + $perWisata = DB::table('hasil_analisis') + ->where('periode_id', $periodeId) + ->select('wisata', + DB::raw('COUNT(*) as total'), + DB::raw("SUM(CASE WHEN sentimen='positif' THEN 1 ELSE 0 END) as positif"), + DB::raw("SUM(CASE WHEN sentimen='negatif' THEN 1 ELSE 0 END) as negatif"), + DB::raw("SUM(CASE WHEN sentimen='netral' THEN 1 ELSE 0 END) as netral") + ) + ->groupBy('wisata') + ->get(); + + // Tabel hasil analisis (maks 200 baris agar PDF tidak terlalu besar) + $hasilAnalisis = DB::table('hasil_analisis') + ->where('periode_id', $periodeId) + ->select('wisata', 'ulasan_asli', 'sentimen', 'probabilitas') + ->orderBy('wisata') + ->limit(200) + ->get(); + + // Rekomendasi (rule-based dari ulasan negatif) + $ulasanNegatif = DB::table('hasil_analisis') + ->where('periode_id', $periodeId) + ->where('sentimen', 'negatif') + ->pluck('ulasan_bersih') + ->implode(' '); + + $rekomendasi = $this->generateRekomendasi($ulasanNegatif); + + return compact( + 'totalUlasan', 'totalPositif', 'totalNegatif', 'totalNetral', + 'persen', 'evaluasi', 'perWisata', 'hasilAnalisis', 'rekomendasi' + ); + } + + // ───────────────────────────────────────────── + // Rule-based rekomendasi (sama seperti RekomendasiController) + // ───────────────────────────────────────────── + private function generateRekomendasi(string $text): array + { + $issueRules = [ + 'Kebersihan' => ['keywords' => ['kotor','sampah','jorok','kumuh','toilet','wc','bau'], + 'icon' => '🧹', 'tip' => 'Tambah tempat sampah & jadwal pembersihan rutin.'], + 'Aksesibilitas' => ['keywords' => ['parkir','parkiran','motor','mobil','jalan','macet'], + 'icon' => '🚗', 'tip' => 'Sistem parkir lebih rapi dan transparan.'], + 'Harga / Tiket' => ['keywords' => ['mahal','harga','tiket','bayar','biaya','tarif'], + 'icon' => '🎟️', 'tip' => 'Penyesuaian harga tiket agar lebih terjangkau.'], + 'Fasilitas' => ['keywords' => ['fasilitas','gazebo','warung','kantin','musholla','wifi','bangku'], + 'icon' => '🏗️', 'tip' => 'Fasilitas lengkap & terawat meningkatkan kepuasan.'], + ]; + + $result = []; + foreach ($issueRules as $nama => $rule) { + $skor = 0; + foreach ($rule['keywords'] as $kw) { + $skor += substr_count(strtolower($text), $kw); + } + if ($skor > 0) { + $result[] = ['nama' => $nama, 'skor' => $skor, 'icon' => $rule['icon'], 'tip' => $rule['tip']]; + } + } + + usort($result, fn($a, $b) => $b['skor'] - $a['skor']); + return array_slice($result, 0, 5); + } +} \ No newline at end of file diff --git a/app/Http/Controllers/UlasanController.php b/app/Http/Controllers/UlasanController.php index 9b5add4..746d2fc 100644 --- a/app/Http/Controllers/UlasanController.php +++ b/app/Http/Controllers/UlasanController.php @@ -12,62 +12,85 @@ class UlasanController extends Controller { public function index(Request $request) - { - $periodeList = DB::table('periode_analisis as p') - ->whereExists(function ($q) { - $q->select(DB::raw(1)) - ->from('ulasan as u') - ->whereColumn('u.periode_id', 'p.id'); - }) - ->orWhereExists(function ($q) { - $q->select(DB::raw(1)) - ->from('hasil_analisis as h') - ->whereColumn('h.periode_id', 'p.id'); - }) - ->orderBy('p.tahun', 'desc') - ->orderBy('p.bulan', 'desc') - // ->orderBy('p.id', 'desc') - ->select('p.*') - ->get(); +{ + $periodeList = DB::table('periode_analisis as p') + ->whereExists(function ($q) { + $q->select(DB::raw(1)) + ->from('ulasan as u') + ->whereColumn('u.periode_id', 'p.id'); + }) + ->orWhereExists(function ($q) { + $q->select(DB::raw(1)) + ->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); - $requestedPeriodeId = $request->filled('periode_id') ? (string) $request->periode_id : null; - $latestFilledPeriodeId = $periodeList->sortByDesc('id')->first()->id ?? null; - $periodeId = $request->filled('periode_id') - && $availablePeriodeIds->contains($requestedPeriodeId) - ? $requestedPeriodeId - : ($latestFilledPeriodeId ?: optional($periodeList->first())->id); - $periodeAktif = $periodeId ? $periodeList->firstWhere('id', (int) $periodeId) : null; + $availablePeriodeIds = $periodeList->pluck('id')->map(fn($id) => (string) $id); - $query = Ulasan::query(); + $requestedPeriodeId = $request->filled('periode_id') + ? (string) $request->periode_id + : null; - // 🔍 SEARCH (ulasan + wisata) - if ($request->filled('search')) { - $search = $request->search; + // cari periode bulan & tahun sekarang + $currentMonth = now()->month; + $currentYear = now()->year; - $query->where(function ($q) use ($search) { - $q->where('ulasan', 'LIKE', "%$search%") - ->orWhere('wisata', 'LIKE', "%$search%"); - }); - } + $currentPeriode = $periodeList->first(function ($periode) use ($currentMonth, $currentYear) { + return $periode->bulan == $currentMonth + && $periode->tahun == $currentYear; + }); - // 🔍 FILTER WISATA - if ($request->filled('wisata')) { - $query->where('wisata', 'LIKE', '%' . $request->wisata . '%'); - } + // kalau bulan sekarang tidak ada → ambil periode terakhir + $defaultPeriodeId = $currentPeriode->id + ?? $periodeList->sortByDesc('id')->first()->id + ?? null; - // ← default/reset menampilkan periode terbaru - if ($periodeId) { - $query->where('periode_id', $periodeId); - } + // prioritas: + // 1. request manual dari dropdown + // 2. periode bulan sekarang + // 3. periode terakhir + $periodeId = $request->filled('periode_id') + && $availablePeriodeIds->contains($requestedPeriodeId) + ? $requestedPeriodeId + : $defaultPeriodeId; - $filteredQuery = clone $query; + $periodeAktif = $periodeId + ? $periodeList->firstWhere('id', (int) $periodeId) + : null; - $totalUlasan = (clone $filteredQuery)->count(); - $totalWisata = (clone $filteredQuery)->distinct('wisata')->count('wisata'); - $lastUpdate = (clone $filteredQuery)->latest()->value('created_at'); + $query = Ulasan::query(); - $mentah = $query->orderBy('tanggal', 'desc')->paginate(20)->withQueryString(); + // 🔍 SEARCH (ulasan + wisata) + if ($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'); + + $mentah = $query->orderBy('tanggal', 'desc')->paginate(20)->withQueryString(); return view('ulasan.index', compact( 'mentah', @@ -77,11 +100,11 @@ public function index(Request $request) 'periodeList', 'periodeId', 'periodeAktif', - 'latestFilledPeriodeId' + 'defaultPeriodeId' ))->with([ 'scraperDestinations' => $this->scraperDestinations(), ]); - } +} public function riwayat() { @@ -259,18 +282,6 @@ public function ambilData(Request $request) ->with('error', 'Scraping gagal: ' . $scraping['output']); } - $periode = DB::table('periode_analisis') - ->where('bulan', \Carbon\Carbon::parse($startDate)->month) - ->where('tahun', \Carbon\Carbon::parse($startDate)->year) - ->first(); - - $analisisArguments = $periode ? ['--periode-id', (string) $periode->id] : []; - $analisis = $this->runPythonScript(base_path('scraper/analisis.py'), 900, $analisisArguments); - - if (!$analisis['success']) { - return redirect()->route('ulasan.index') - ->with('error', 'Analisis gagal: ' . $analisis['output']); - } $lokasiLabel = empty($validated['wisata']) ? 'semua lokasi' : $validated['wisata']; $redirectParameters = [ @@ -290,10 +301,10 @@ public function ambilData(Request $request) $redirectParameters['tab'] = 'analisis'; } - return redirect()->route('dashboard', array_filter($redirectParameters)) - ->with('success', 'Data berhasil diambil dan dianalisis untuk ' . $lokasiLabel . ' periode ' . $periodeBulan->translatedFormat('F Y') . '.'); + return redirect()->route('ulasan.index', array_filter($redirectParameters)) + ->with('success', 'Scraping berhasil dilakukan untuk ' . $lokasiLabel . ' periode ' . $periodeBulan->translatedFormat('F Y') . '. Silakan jalankan proses analisis.'); } - + public function kosongkanPeriode(Request $request) { $periodeId = $request->validate([ @@ -519,4 +530,4 @@ private function scraperDestinations(): array 'Kebun Teh Gunung Gambir', ]; } -} +} \ No newline at end of file diff --git a/app/Http/Controllers/UserController.php b/app/Http/Controllers/UserController.php index 6aed363..a2c8f5b 100644 --- a/app/Http/Controllers/UserController.php +++ b/app/Http/Controllers/UserController.php @@ -101,23 +101,23 @@ public function destroy(int $id) ->with('success', 'Pengguna berhasil dihapus.'); } - public function store(Request $request) + public function store(Request $request) { $request->validate([ - 'name' => 'required|string|max:255', - 'email' => 'required|email|unique:users,email', - 'role' => 'required|in:admin,staff', + 'name' => 'required|string|max:255', + 'email' => 'required|email|unique:users,email', + 'role' => 'required|in:admin,staff', 'password' => 'required|min:8|confirmed', ]); - User::create([ - 'name' => $request->name, - 'email' => $request->email, - 'role' => $request->role, - 'password' => bcrypt($request->password), + User::create([ + 'name' => $request->name, + 'email' => $request->email, + 'role' => $request->role, + 'password' => Hash::make($request->password), ]); - return redirect()->route('kelola-pengguna.index') - ->with('success', 'Pengguna berhasil ditambahkan.'); + return redirect()->back()->with('success', 'Pengguna berhasil ditambahkan.'); } + } \ No newline at end of file diff --git a/app/Models/HasilAnalisis.php b/app/Models/HasilAnalisis.php index d92e421..57deb90 100644 --- a/app/Models/HasilAnalisis.php +++ b/app/Models/HasilAnalisis.php @@ -7,6 +7,9 @@ class HasilAnalisis extends Model { protected $table = 'hasil_analisis'; + protected static function booted(){ + + } protected $fillable = [ 'wisata', diff --git a/app/Models/PeriodeAnalisis.php b/app/Models/PeriodeAnalisis.php new file mode 100644 index 0000000..975e2a6 --- /dev/null +++ b/app/Models/PeriodeAnalisis.php @@ -0,0 +1,16 @@ +=5.3.0" + }, + "require-dev": { + "phpunit/phpunit": "^4.8.35 || ^5.7.21 || ^6 || ^7 || ^8 || ^9" + }, + "type": "library", + "extra": { + "branch-alias": { + "dev-master": "2.7-dev" + } + }, + "autoload": { + "psr-4": { + "Masterminds\\": "src" + } + }, + "notification-url": "https://packagist.org/downloads/", + "license": [ + "MIT" + ], + "authors": [ + { + "name": "Matt Butcher", + "email": "technosophos@gmail.com" + }, + { + "name": "Matt Farina", + "email": "matt@mattfarina.com" + }, + { + "name": "Asmir Mustafic", + "email": "goetas@gmail.com" + } + ], + "description": "An HTML5 parser and serializer.", + "homepage": "http://masterminds.github.io/html5-php", + "keywords": [ + "HTML5", + "dom", + "html", + "parser", + "querypath", + "serializer", + "xml" + ], + "support": { + "issues": "https://github.com/Masterminds/html5-php/issues", + "source": "https://github.com/Masterminds/html5-php/tree/2.10.0" + }, + "time": "2025-07-25T09:04:22+00:00" + }, { "name": "monolog/monolog", "version": "3.10.0", @@ -3879,6 +4178,86 @@ }, "time": "2025-12-14T04:43:48+00:00" }, + { + "name": "sabberworm/php-css-parser", + "version": "v9.3.0", + "source": { + "type": "git", + "url": "https://github.com/MyIntervals/PHP-CSS-Parser.git", + "reference": "88dbd0f7f91abbfe4402d0a3071e9ff4d81ed949" + }, + "dist": { + "type": "zip", + "url": "https://api.github.com/repos/MyIntervals/PHP-CSS-Parser/zipball/88dbd0f7f91abbfe4402d0a3071e9ff4d81ed949", + "reference": "88dbd0f7f91abbfe4402d0a3071e9ff4d81ed949", + "shasum": "" + }, + "require": { + "ext-iconv": "*", + "php": "^7.2.0 || ~8.0.0 || ~8.1.0 || ~8.2.0 || ~8.3.0 || ~8.4.0 || ~8.5.0", + "thecodingmachine/safe": "^1.3 || ^2.5 || ^3.4" + }, + "require-dev": { + "php-parallel-lint/php-parallel-lint": "1.4.0", + "phpstan/extension-installer": "1.4.3", + "phpstan/phpstan": "1.12.32 || 2.1.32", + "phpstan/phpstan-phpunit": "1.4.2 || 2.0.8", + "phpstan/phpstan-strict-rules": 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zpwzSj<#juu(L12pv{&|DdyAj20D0|KW~>&mkFj=Boja@@eyFJ4DI!^H${fU}&676Y z;Ba#66eucQiyAuAjI+$kT;*IOCo7=Jp9@{Z3TP{qLtVNEYRzI;ExR$;?JF(dTy#?B ztw2(|0uf;fBqx3bU70;vTD;KFBJoT35uT+aWZT;@~=oN0YM^5;;eT xUbvvc2!2||5=6(cAY+ca&!w78(3fw;{}0vfeft*?Wy=5n002ovPDHLkV1nzeoyh= 2; @endphp -

+
{{-- ================= HEADER ================= --}}
@@ -62,30 +62,43 @@ {{-- ================= FILTER ================= --}} -
+ - - @if(($periodeAktif->id ?? request('periode_id'))) - - @endif + - + - + + + + +
{{-- ================= TABLE ================= --}} -
+

Detail Hasil Analisis Sentimen

@@ -102,7 +115,7 @@ - @forelse($hasil as $item) + @forelse($hasil as $item) {{ ($hasil->currentPage() - 1) * $hasil->perPage() + $loop->iteration }} {{ $item->wisata }} diff --git a/resources/views/kelolauser/index.blade.php b/resources/views/kelolauser/index.blade.php index 4374bb9..fea9e30 100644 --- a/resources/views/kelolauser/index.blade.php +++ b/resources/views/kelolauser/index.blade.php @@ -229,6 +229,11 @@ class="text-slate-400 hover:text-slate-700 text-2xl leading-none ml-4 flex-shrin
@csrf + @if ($errors->any()) +
+ {{ $errors->first() }} +
+ @endif @method('PUT')
diff --git a/resources/views/laporan/bulanan.blade.php b/resources/views/laporan/bulanan.blade.php new file mode 100644 index 0000000..a8736df --- /dev/null +++ b/resources/views/laporan/bulanan.blade.php @@ -0,0 +1,313 @@ + + + + + + + + +{{-- HEADER --}} +
+
+
+
+ @php $logoPath = public_path('images/logo-sentara.png'); @endphp + @if(file_exists($logoPath)) + Logo + @else +
DISPAR
+ @endif +
+
DINAS PARIWISATA
+
KABUPATEN JEMBER
+
+
+
+
LAPORAN ANALISIS SENTIMEN
+
Wisata Kabupaten Jember
+
Laporan ini berisi hasil analisis sentimen terhadap ulasan wisata dari Google Maps menggunakan metode Naive Bayes.
+
+
Periode Analisis
+
{{ $periode->nama }}
+
+
+
+
+ +
+ +{{-- RINGKASAN --}} +
+
📊 RINGKASAN SENTIMEN
+
+
+
💬
+
Total Ulasan
{{ $totalUlasan }}
100% dari keseluruhan
+
+
+
😊
+
Sentimen Positif
{{ $totalPositif }}
{{ $persen['positif'] }}%
+
+
+
😟
+
Sentimen Negatif
{{ $totalNegatif }}
{{ $persen['negatif'] }}%
+
+
+
😐
+
Sentimen Netral
{{ $totalNetral }}
{{ $persen['netral'] }}%
+
+
+
+ +{{-- DISTRIBUSI + EVALUASI --}} +
+
+
🍩 DISTRIBUSI SENTIMEN
+ @php + $t = max($totalUlasan, 1); + $r = 38; $circ = 2 * 3.14159 * $r; + $pP = $totalPositif / $t; + $pN = $totalNegatif / $t; + $pNt = $totalNetral / $t; + @endphp +
+
+ + + @if($pP > 0)@endif + @if($pN > 0)@endif + @if($pNt > 0)@endif + + +
+
+
Positif{{ $persen['positif'] }}% ({{ $totalPositif }})
+
Negatif{{ $persen['negatif'] }}% ({{ $totalNegatif }})
+
Netral{{ $persen['netral'] }}% ({{ $totalNetral }})
+
+
+
+
+
🎯 EVALUASI MODEL
+ @if($evaluasi) +
+
Precision
{{ number_format($evaluasi->precision,2) }}
+
Recall
{{ number_format($evaluasi->recall,2) }}
+
F1 Score
{{ number_format($evaluasi->f1_score,2) }}
+
Akurasi
{{ number_format($evaluasi->accuracy,2) }}
+
+ @else +

Data evaluasi belum tersedia.

+ @endif +
+
+ +{{-- TABEL PER DESTINASI --}} +
+
+
🔭 TOTAL DATA PER DESTINASI
+
+ + + + @foreach($perWisata as $i => $w) + + @endforeach + + +
NoDestinasi WisataTotal Ulasan
{{ $i+1 }}{{ $w->wisata }}{{ $w->total }}
Total{{ $totalUlasan }}
+
+
+
+
📉 SENTIMEN PER DESTINASI
+
+ + + + @foreach($perWisata as $i => $w) + + + + + + + @endforeach + + + + + + + +
NoDestinasi WisataPositifNegatifNetral
{{ $i+1 }}{{ $w->wisata }}{{ $w->positif }}{{ $w->negatif }}{{ $w->netral }}
Total{{ $totalPositif }}{{ $totalNegatif }}{{ $totalNetral }}
+
+
+
+ +{{-- DETAIL + REKOMENDASI --}} +
+
+
📋 DETAIL HASIL ANALISIS
+
+ + + + @foreach($hasilAnalisis->take(8) as $i => $item) + + + + + + + + @endforeach + +
NoDestinasiUlasanSentimenProb.
{{ $i+1 }}{{ $item->wisata }}{{ \Illuminate\Support\Str::limit($item->ulasan_asli ?? '-', 75) }}{{ ucfirst($item->sentimen) }}{{ number_format($item->probabilitas,2) }}
+
+ @if($hasilAnalisis->count() > 8) +

* Lihat semua data ulasan pada sistem ›

+ @endif +
+
+
💡 REKOMENDASI LAYANAN
+ @php $iconColors = ['red','orange','green','blue','purple']; @endphp + @forelse($rekomendasi as $i => $r) + @php $c = $iconColors[$i % count($iconColors)]; @endphp +
+
{{ $r['icon'] }}
+
{{ $r['nama'] }}
{{ $r['tip'] }}
+
+ @empty +

Tidak ada keluhan signifikan. 🎉

+ @endforelse +
+
+ +
+ +{{-- FOOTER --}} +
+
+

METODOLOGI

+

Analisis sentimen dilakukan menggunakan metode Naive Bayes Classifier pada data ulasan Google Maps yang telah melalui proses preprocessing (teks cleaning, case folding, tokenizing, filtering, stemming).

+
+
+
Dicetak pada: {{ now()->translatedFormat('d F Y H:i') }} WIB
+
Sistem Analisis Sentimen Wisata
+
Kabupaten Jember
+
+
+ +{{-- HALAMAN 2: TABEL LENGKAP --}} +@if($hasilAnalisis->count() > 8) +
+
+
+
Detail Lengkap Hasil Analisis
+
Periode: {{ $periode->nama }} — Total {{ $hasilAnalisis->count() }} data
+
+
+ + + + @foreach($hasilAnalisis as $i => $item) + + + + + + + + @endforeach + +
NoDestinasiUlasan AsliSentimenProb.
{{ $i+1 }}{{ $item->wisata }}{{ \Illuminate\Support\Str::limit($item->ulasan_asli ?? '-', 130) }}{{ ucfirst($item->sentimen) }}{{ number_format($item->probabilitas,2) }}
+
+
+

METODOLOGI

Analisis sentimen menggunakan Naive Bayes Classifier dengan preprocessing teks.

+
{{ now()->translatedFormat('d F Y H:i') }} WIB
SENTARA — Sistem Analisis Wisata Jember
+
+
+@endif + + + \ No newline at end of file diff --git a/resources/views/laporan/tahunan.blade.php b/resources/views/laporan/tahunan.blade.php new file mode 100644 index 0000000..2fe69bf --- /dev/null +++ b/resources/views/laporan/tahunan.blade.php @@ -0,0 +1,110 @@ + + + + + + + Laporan Tahunan + + + + + + + +
+ +

+ LAPORAN TAHUNAN ANALISIS SENTIMEN +

+ +

+ Wisata Kabupaten Jember +

+ +

+ Tahun: + + {{ $tahun }} + +

+ +
+ + + + + + + + + + + + + + + + + + + + + + + +
Total Ulasan{{ $totalUlasan ?? 0 }}
Positif{{ $positif ?? 0 }}
Negatif{{ $negatif ?? 0 }}
Netral{{ $netral ?? 0 }}
+ +
+ +

Rekomendasi Tahunan

+ + @forelse(($rekomendasi ?? []) as $item) + +

+ • {{ $item->rekomendasi }} +

+ + @empty + +

+ Tidak ada rekomendasi. +

+ + @endforelse + + + \ No newline at end of file diff --git a/resources/views/rekomendasi/index.blade.php b/resources/views/rekomendasi/index.blade.php index 0fb5df6..624c95c 100644 --- a/resources/views/rekomendasi/index.blade.php +++ b/resources/views/rekomendasi/index.blade.php @@ -215,4 +215,4 @@ class="border rounded-lg pl-3 pr-9 py-2 text-sm min-w-[220px] focus:outline-none
-
+
\ No newline at end of file diff --git a/resources/views/ulasan/riwayat.blade.php b/resources/views/ulasan/riwayat.blade.php index bd71198..c69b6dd 100644 --- a/resources/views/ulasan/riwayat.blade.php +++ b/resources/views/ulasan/riwayat.blade.php @@ -12,10 +12,7 @@

-
- Ambil Data Baru - +
@if(session('success')) @@ -81,10 +78,7 @@ class="border rounded-lg px-3 py-2 text-sm bg-white shadow-sm min-w-0" required> -@endsection +@endsection \ No newline at end of file diff --git a/routes/web.php b/routes/web.php index 065e0de..bfbae69 100644 --- a/routes/web.php +++ b/routes/web.php @@ -9,6 +9,7 @@ use App\Http\Controllers\UserController; + /* |-------------------------------------------------------------------------- | ROUTE AWAL diff --git a/scraper/analisis.py b/scraper/analisis.py index b121966..995abdb 100644 --- a/scraper/analisis.py +++ b/scraper/analisis.py @@ -86,7 +86,7 @@ def db_config(): "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", "sentara"), + "database": env_value(env, "DB_DATABASE", "sistem_analisis"), "user": env_value(env, "DB_USERNAME", "root"), "password": env_value(env, "DB_PASSWORD", ""), } @@ -158,6 +158,7 @@ POSITIF_WORDS = { "murah", "asyik", "ramah", "worth", "spektakuler", "memukau", "sejuk", "kece", "amazing", "beautiful", "good", "nice", "best", "great", "perfect", "recommend", "memuaskan", "menyenangkan", "view", + "seru", "enak", "adem", } NEGATIF_WORDS = { @@ -195,27 +196,45 @@ def preprocess_text(text): 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 = set(clean_text.split()) - positive_score = len(words & POSITIF_WORDS) - negative_score = len(words & NEGATIF_WORDS) + 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" - if negative_score > positive_score: + + 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" +# 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"]) @@ -231,10 +250,20 @@ def rating_confidence(value): def apply_rating_priority(row, model_classes=None): - rating_label = make_pseudo_label(row) - rating = normalize_rating(row.get("rating")) - if rating is None: - return row["sentimen"], float(row["probabilitas"]) + 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( @@ -288,9 +317,10 @@ def main(): df = pd.read_sql( prepare_sql( raw_conn, - "SELECT id, wisata, reviewer, rating, ulasan, tanggal, periode_id " - "FROM ulasan WHERE periode_id = %s", + "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,), ) @@ -302,6 +332,8 @@ def main(): 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.") @@ -359,6 +391,7 @@ def main(): 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] @@ -370,11 +403,12 @@ def main(): 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,)) + # 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", @@ -396,6 +430,7 @@ def main(): for _, row in df.fillna("").iterrows(): values = [ + int(row["id"]), str(row["wisata"]), str(row["ulasan"]), str(row["ulasan_bersih"]), diff --git a/scraper/analisis_baru.py b/scraper/analisis_baru.py new file mode 100644 index 0000000..dc9a463 --- /dev/null +++ b/scraper/analisis_baru.py @@ -0,0 +1,329 @@ +# -*- 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!") \ No newline at end of file diff --git a/scraper/app.py b/scraper/app.py new file mode 100644 index 0000000..ef7d937 --- /dev/null +++ b/scraper/app.py @@ -0,0 +1,295 @@ +from flask import Flask, request, jsonify +import pickle +import re +import subprocess + +import nltk +from nltk.corpus import stopwords +from Sastrawi.Stemmer.StemmerFactory import StemmerFactory + +# ========================= +# 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 +# ========================= + +nltk.download('stopwords') + +stop_words = set(stopwords.words('indonesian')) + +factory = StemmerFactory() +stemmer = factory.create_stemmer() + +def preprocess_text(text): + + text = str(text).lower() + + # normalisasi huruf berulang + text = re.sub(r'(.)\1+', r'\1', text) + + # 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() + + # slang normalization + slang_dict = { + 'gk': 'tidak', + 'ga': 'tidak', + 'nggak': 'tidak', + 'bgt': 'banget', + 'bgtt': 'banget', + 'bangett': 'banget', + 'bgus': 'bagus', + 'baguss': 'bagus', + 'tmpt': 'tempat', + 'jln': 'jalan', + 'sy': 'saya', + 'yg': 'yang', + 'udh': 'sudah' + } + + words = [ + slang_dict[word] if word in slang_dict else word + for word in words + ] + + # 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) + + # 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) + + # 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) + +# ========================= +# FLASK APP +# ========================= + +app = Flask(__name__) +@app.route('/scraping', methods=['POST']) +def scraping(): + + try: + + data = request.get_json() + + wisata = data.get('wisata', '') + + result = subprocess.run( + ['python', 'scraping_pipeline.py', wisata], + capture_output=True, + text=True + ) + + if result.returncode != 0: + + return jsonify({ + 'status': 'error', + 'error': result.stderr + }), 500 + + return jsonify({ + 'status': 'success', + 'message': result.stdout + }) + + except Exception as e: + + return jsonify({ + 'status': 'error', + 'error': str(e) + }), 500 + + try: + + result = subprocess.run( + ['python', 'scraping_pipeline.py'], + capture_output=True, + text=True + ) + + if result.returncode != 0: + + return jsonify({ + 'status': 'error', + 'error': result.stderr + }), 500 + + return jsonify({ + 'status': 'success', + 'message': result.stdout + }) + + except Exception as e: + + return jsonify({ + 'status': 'error', + 'error': str(e) + }), 500 + +# ====================================== +# PREDICT 1 REVIEW +# ====================================== + +@app.route('/predict', methods=['POST']) +def predict(): + + data = request.get_json() + + review = data['review'] + + # preprocessing + clean_review = preprocess_text(review) + + # tfidf transform + vector = tfidf.transform([clean_review]) + + # prediksi + prediction = model.predict(vector)[0] + + # probabilitas + probability = model.predict_proba(vector).max() + + return jsonify({ + 'review': review, + 'clean_review': clean_review, + 'sentiment': prediction, + 'probability': round(float(probability), 4) + }) + +# ====================================== +# PROSES ANALISIS SEMUA DATA +# ====================================== + +@app.route('/proses-analisis', methods=['POST']) +def proses_analisis(): + + try: + + data = request.get_json() + + periode_id = str(data.get('periode_id')) + + result = subprocess.run( + ['python', 'analisis.py', periode_id], + capture_output=True, + text=True + ) + + if result.returncode != 0: + + return jsonify({ + 'status': 'error', + 'error': result.stderr + }), 500 + + return jsonify({ + 'status': 'success', + 'message': result.stdout + }) + + except Exception as e: + + return jsonify({ + 'status': 'error', + 'error': str(e) + }), 500 + + try: + + result = subprocess.run( + ['python', 'analisis.py'], + capture_output=True, + text=True + ) + + if result.returncode != 0: + + return jsonify({ + 'status': 'error', + 'error': result.stderr + }), 500 + + return jsonify({ + 'status': 'success', + 'message': result.stdout + }) + + except Exception as e: + + return jsonify({ + 'status': 'error', + 'error': str(e) + }), 500 + +# 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Pemodelan Topik Ulasan Wisatawan tentang Lawang Sewu" + ] + }, + { + "cell_type": "markdown", + "id": "be918bec", + "metadata": { + "papermill": { + "duration": 0.007414, + "end_time": "2025-08-17T11:14:38.081285", + "exception": false, + "start_time": "2025-08-17T11:14:38.073871", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "### 1. Judul & Tujuan Penelitian\n", + "\n", + "**Judul:** Analisis Sentimen dan Pemodelan Topik Ulasan Wisatawan tentang Lawang Sewu\n", + "\n", + "**Tujuan:**\n", + "1. **Klasifikasi Sentimen:** Mengklasifikasikan ulasan dari Google Reviews ke dalam sentimen **positif, negatif, atau netral** secara terawasi (*supervised*).\n", + "2. **Pemodelan Topik:** Mengungkap topik-topik utama yang dibicarakan dalam ulasan menggunakan *Latent Dirichlet Allocation* (LDA).\n", + "3. **Analisis Terpadu:** Mengaitkan hasil sentimen dengan topik yang ditemukan untuk memberikan rekomendasi perbaikan layanan yang actionable bagi pengelola Lawang Sewu." + ] + }, + { + "cell_type": "markdown", + "id": "b567eac8", + "metadata": { + "papermill": { + "duration": 0.007399, + "end_time": "2025-08-17T11:14:38.096364", + "exception": false, + "start_time": "2025-08-17T11:14:38.088965", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "### 2. Deskripsi Dataset & Sumber Data\n", + "\n", + "* **Sumber Data:** Google Maps/Reviews. Platform ini dipilih karena memiliki volume ulasan yang signifikan dibandingkan platform lain yang datanya \"terlalu sedikit dan tidak ada value\".\n", + "* **Ukuran Dataset:** **3.500 ulasan** yang telah dilabeli secara manual dengan sentimen (positif, negatif, netral).\n", + "* **Struktur Data (Kolom Kunci):**\n", + " * `text`: Isi ulasan asli dari pengguna.\n", + " * `label`: Sentimen yang telah ditentukan (POSITIF, NEGATIF, NETRAL).\n", + " * *(Opsional)*: `date`, `rating`, `user_id` (jika tersedia dan dianonimkan).\n", + "* **Catatan Etika & Legal:**\n", + " * Proses *scraping* data dilakukan secara etis dan menghormati *Terms of Service* (TOS) Google.\n", + " * Data pengguna seperti nama atau ID akan dianonimkan untuk menjaga privasi." + ] + }, + { + "cell_type": "markdown", + "id": "2f8ed21a", + "metadata": { + "papermill": { + "duration": 0.007957, + "end_time": "2025-08-17T11:14:38.113743", + "exception": false, + "start_time": "2025-08-17T11:14:38.105786", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "### 3. Ringkasan Alur Metodologi\n", + "\n", + "Penelitian ini akan mengikuti alur kerja standar dalam proyek *Natural Language Processing* (NLP):\n", + "\n", + "1. **Setup & Audit Data**: Mempersiapkan lingkungan kerja, memuat data, dan melakukan analisis data eksplorasi awal untuk memahami karakteristik dataset.\n", + "2. **Preprocessing Teks**: Membersihkan dan menormalisasi data teks (termasuk *cleaning*, *case folding*, *tokenisasi*, *stopword removal*, dan *stemming*).\n", + "3. **Deduplikasi**: Menghapus ulasan duplikat (baik yang identik maupun yang sangat mirip) untuk memastikan kualitas model.\n", + "4. **Pembagian Data**: Membagi dataset secara *stratified* menjadi data latih, validasi, dan uji untuk evaluasi model yang adil.\n", + "5. **Analisis Sentimen (Supervised):**\n", + " * **Ekstraksi Fitur**: Mengubah teks menjadi representasi numerik menggunakan TF-IDF.\n", + " * **Seleksi Model**: Melakukan *screening* cepat dengan LazyPredict, dilanjutkan dengan validasi silang pada model kandidat (LinearSVC, LogisticRegression, ComplementNB).\n", + " * **Tuning & Evaluasi**: Melakukan *hyperparameter tuning* pada model terbaik dan mengevaluasi performanya secara terstruktur pada data uji.\n", + "6. **Pemodelan Topik (Unsupervised):**\n", + " * **Persiapan Korpus**: Membangun kamus dan korpus dari teks bersih.\n", + " * **Pencarian Jumlah Topik**: Menggunakan metrik *Coherence Score* (c_v) untuk menemukan jumlah topik (k) yang optimal.\n", + " * **Interpretasi & Visualisasi**: Melatih model LDA final dan membuat visualisasi interaktif dengan pyLDAvis.\n", + "7. **Integrasi & Laporan**: Menggabungkan hasil sentimen dan topik untuk menarik kesimpulan dan memberikan rekomendasi." + ] + }, + { + "cell_type": "markdown", + "id": "be9a727d", + "metadata": { + "papermill": { + "duration": 0.007374, + "end_time": "2025-08-17T11:14:38.128709", + "exception": false, + "start_time": "2025-08-17T11:14:38.121335", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "### 4. Setup Lingkungan & Reproducibility\n", + "\n", + "Langkah pertama adalah mengimpor pustaka yang dibutuhkan, mengatur *seed* untuk reproduktifitas, dan membuat folder untuk menyimpan artefak hasil analisis." + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "3103e169", + "metadata": { + "execution": { + "iopub.execute_input": "2025-08-17T11:14:38.146678Z", + "iopub.status.busy": "2025-08-17T11:14:38.146330Z", + "iopub.status.idle": "2025-08-17T11:15:24.997322Z", + "shell.execute_reply": "2025-08-17T11:15:24.995697Z" + }, + "papermill": { + "duration": 46.862779, + "end_time": "2025-08-17T11:15:24.999396", + "exception": false, + "start_time": "2025-08-17T11:14:38.136617", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Collecting Sastrawi\r\n", + " Downloading Sastrawi-1.0.1-py2.py3-none-any.whl.metadata (909 bytes)\r\n", + "Collecting thefuzz\r\n", + " Downloading thefuzz-0.22.1-py3-none-any.whl.metadata (3.9 kB)\r\n", + "Collecting rapidfuzz<4.0.0,>=3.0.0 (from thefuzz)\r\n", + " Downloading rapidfuzz-3.13.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl.metadata (12 kB)\r\n", + "Downloading Sastrawi-1.0.1-py2.py3-none-any.whl (209 kB)\r\n", + "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m209.7/209.7 kB\u001b[0m \u001b[31m4.3 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\r\n", + "\u001b[?25hDownloading thefuzz-0.22.1-py3-none-any.whl (8.2 kB)\r\n", + "Downloading rapidfuzz-3.13.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (3.1 MB)\r\n", + "\u001b[2K \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m3.1/3.1 MB\u001b[0m \u001b[31m40.8 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\r\n", + "\u001b[?25hInstalling collected packages: Sastrawi, rapidfuzz, thefuzz\r\n", + "Successfully installed Sastrawi-1.0.1 rapidfuzz-3.13.0 thefuzz-0.22.1\r\n", + "Python version: 3.11.13 (main, Jun 4 2025, 08:57:29) [GCC 11.4.0]\n", + "pandas version: 2.2.3\n", + "scikit-learn version: 1.2.2\n", + "gensim version: 4.3.3\n", + "pyLDAvis version: 3.4.0\n", + "Setup selesai. Folder 'artefak/' siap digunakan.\n" + ] + } + ], + "source": [ + "import pandas as pd\n", + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "import seaborn as sns\n", + "import re\n", + "import time\n", + "import json\n", + "import os\n", + "import sys\n", + "import joblib\n", + "from tqdm.notebook import tqdm\n", + "tqdm.pandas()\n", + "\n", + "# Library untuk NLP dan Machine Learning\n", + "import sklearn\n", + "from sklearn.feature_extraction.text import TfidfVectorizer\n", + "from sklearn.model_selection import train_test_split, cross_val_score, StratifiedKFold, GridSearchCV\n", + "from sklearn.metrics import classification_report, confusion_matrix, f1_score\n", + "from sklearn.svm import LinearSVC\n", + "from sklearn.linear_model import LogisticRegression\n", + "from sklearn.naive_bayes import ComplementNB\n", + "from sklearn.pipeline import Pipeline\n", + "from sklearn.ensemble import RandomForestClassifier\n", + "from sklearn.neighbors import NearestCentroid\n", + "\n", + "from lightgbm import LGBMClassifier\n", + "\n", + "import gensim\n", + "from gensim.corpora import Dictionary\n", + "from gensim.models import LdaMulticore, CoherenceModel\n", + "import pyLDAvis.gensim_models as gensimvis\n", + "import pyLDAvis\n", + "\n", + "!pip install Sastrawi thefuzz\n", + "from Sastrawi.Stemmer.StemmerFactory import StemmerFactory\n", + "from Sastrawi.StopWordRemover.StopWordRemoverFactory import StopWordRemoverFactory\n", + "\n", + "from thefuzz import fuzz # untuk near-duplicate detection\n", + "\n", + "# Pengaturan umum\n", + "sns.set_style('whitegrid')\n", + "SEED = 42\n", + "np.random.seed(SEED)\n", + "\n", + "# Buat folder artefak jika belum ada\n", + "if not os.path.exists('artefak'):\n", + " os.makedirs('artefak')\n", + " \n", + "print(\"Python version:\", sys.version)\n", + "print(\"pandas version:\", pd.__version__)\n", + "print(\"scikit-learn version:\", sklearn.__version__)\n", + "print(\"gensim version:\", gensim.__version__)\n", + "print(\"pyLDAvis version:\", pyLDAvis.__version__)\n", + "print(\"Setup selesai. Folder 'artefak/' siap digunakan.\")" + ] + }, + { + "cell_type": "markdown", + "id": "6dfa6d81", + "metadata": { + "papermill": { + "duration": 0.008034, + "end_time": "2025-08-17T11:15:25.016066", + "exception": false, + "start_time": "2025-08-17T11:15:25.008032", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "### 5. Audit Data Awal\n", + "\n", + "Kita akan memuat dataset dan melakukan pemeriksaan awal untuk memahami struktur, tipe data, dan distribusi label sentimen." + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "09911f74", + "metadata": { + "execution": { + "iopub.execute_input": "2025-08-17T11:15:25.035440Z", + "iopub.status.busy": "2025-08-17T11:15:25.034136Z", + "iopub.status.idle": "2025-08-17T11:15:26.371923Z", + "shell.execute_reply": "2025-08-17T11:15:26.370560Z" + }, + "papermill": { + "duration": 1.349199, + "end_time": "2025-08-17T11:15:26.373598", + "exception": false, + "start_time": "2025-08-17T11:15:25.024399", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Dataset berhasil dimuat: 3506 baris dan 3 kolom.\n", + "\n", + "Contoh 5 baris data awal:\n" + ] + }, + { + "data": { + "text/html": [ + "

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Use isinstance(dtype, pd.CategoricalDtype) instead\n", + " if pd.api.types.is_categorical_dtype(vector):\n", + "/usr/local/lib/python3.11/dist-packages/seaborn/_oldcore.py:1498: DeprecationWarning: is_categorical_dtype is deprecated and will be removed in a future version. Use isinstance(dtype, pd.CategoricalDtype) instead\n", + " if pd.api.types.is_categorical_dtype(vector):\n" + ] + }, + { + "data": { + "image/png": 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\n", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Statistik Distribusi Label:\n", + "label\n", + "POSITIF 71.420422\n", + "NETRAL 15.516258\n", + "NEGATIF 11.523103\n", + "TIDAK RELEVAN 1.540217\n", + "Name: proportion, dtype: float64\n" + ] + } + ], + "source": [ + "NAMA_FILE_RAW = '/kaggle/input/labeledlawangsewureviewdata/LabeledLawangSewuReviewData.xlsx'\n", + "\n", + "try:\n", + " df_raw = pd.read_excel(NAMA_FILE_RAW)\n", + " print(f\"Dataset berhasil dimuat: {df_raw.shape[0]} baris dan {df_raw.shape[1]} kolom.\")\n", + "except FileNotFoundError:\n", + " print(f\"ERROR: File '{NAMA_FILE_RAW}' tidak ditemukan. Pastikan file berada di direktori yang sama.\")\n", + "\n", + "# Tampilkan 5 baris pertama\n", + "print(\"\\nContoh 5 baris data awal:\")\n", + "display(df_raw.head())\n", + "\n", + "# Informasi dasar dataset\n", + "print(\"\\nInformasi Dataset:\")\n", + "df_raw.info()\n", + "\n", + "# Ubah nama kolom agar konsisten (lowercase)\n", + "df_raw.columns = [col.lower() for col in df_raw.columns]\n", + "# Ganti nama 'text' menjadi 'ulasan_asli' untuk kejelasan\n", + "if 'text' in df_raw.columns:\n", + " df_raw = df_raw.rename(columns={'text': 'ulasan_asli'})\n", + "\n", + "# Cek distribusi label\n", + "plt.figure(figsize=(8, 5))\n", + "sns.countplot(x='label', data=df_raw, order=df_raw['label'].value_counts().index)\n", + "plt.title('Distribusi Label Sentimen Awal')\n", + "plt.xlabel('Sentimen')\n", + "plt.ylabel('Jumlah Ulasan')\n", + "plt.show()\n", + "\n", + "print(\"\\nStatistik Distribusi Label:\")\n", + "print(df_raw['label'].value_counts(normalize=True) * 100)" + ] + }, + { + "cell_type": "markdown", + "id": "46ab111a", + "metadata": { + "papermill": { + "duration": 0.009073, + "end_time": "2025-08-17T11:15:26.392318", + "exception": false, + "start_time": "2025-08-17T11:15:26.383245", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "**Temuan Awal:**\n", + "* Dataset terdiri dari 3506 ulasan.\n", + "* Terdapat kolom `No`, `Text` (ulasan), dan `Label` (sentimen).\n", + "* Distribusi kelas terlihat **tidak seimbang (imbalanced)**, dengan sentimen `POSITIF` mendominasi. Ini penting untuk diperhatikan saat pembagian data dan pemilihan metrik evaluasi (Macro F1-score akan lebih cocok daripada akurasi)." + ] + }, + { + "cell_type": "markdown", + "id": "67d76029", + "metadata": { + "papermill": { + "duration": 0.009481, + "end_time": "2025-08-17T11:15:26.412514", + "exception": false, + "start_time": "2025-08-17T11:15:26.403033", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "### 6. Cleaning & Preprocessing Teks\n", + "\n", + "Tahap ini menggunakan fungsi pembersihan teks yang sama persis seperti pada notebook awal. Proses ini meliputi penghapusan data yang tidak relevan, *case folding*, normalisasi (kamus alay), penghapusan *stopwords*, dan *stemming* dengan Sastrawi. Hasilnya akan disimpan di kolom baru `text_bersih` yang akan menjadi dasar untuk analisis selanjutnya." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "00c0e7e4", + "metadata": { + "execution": { + "iopub.execute_input": "2025-08-17T11:15:26.434606Z", + "iopub.status.busy": "2025-08-17T11:15:26.433445Z", + "iopub.status.idle": "2025-08-17T11:21:21.120416Z", + "shell.execute_reply": "2025-08-17T11:21:21.119210Z" + }, + "papermill": { + "duration": 354.700031, + "end_time": "2025-08-17T11:21:21.122293", + "exception": false, + "start_time": "2025-08-17T11:15:26.422262", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Menginisialisasi Stemmer dan Stopwords Sastrawi...\n", + "Mempersiapkan kamus normalisasi...\n", + "Jumlah baris awal: 3506\n", + "Jumlah baris setelah menghapus 'TIDAK RELEVAN': 3452\n", + "Memulai proses cleaning...\n" + ] + }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "bf57afc7c8d24bbdb0d9e5eb9b757a5e", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + " 0%| | 0/3452 [00:00\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
ulasan_aslitext_bersihlabel
0Tempat wisata yang bersejarahtempat wisata sejarahPOSITIF
1belum ke Semarang kalau belum datang ke lawang...semarang kalau datang lawang sewu jawa tengahPOSITIF
2Ternyata ini dulunya gedung percetakan tiket k...nyata gedung cetak tiket kereta apiNETRAL
3KAI dalam mengelola aset lebih profesional lag...kai kelola aset lebih profesional tiket masuk ...NEGATIF
4Ticket masuk 25.000 per orang.. Air mineral 60...ticket masuk per orang air mineral mlNETRAL
\n", + "
" + ], + "text/plain": [ + " ulasan_asli \\\n", + "0 Tempat wisata yang bersejarah \n", + "1 belum ke Semarang kalau belum datang ke lawang... \n", + "2 Ternyata ini dulunya gedung percetakan tiket k... \n", + "3 KAI dalam mengelola aset lebih profesional lag... \n", + "4 Ticket masuk 25.000 per orang.. Air mineral 60... \n", + "\n", + " text_bersih label \n", + "0 tempat wisata sejarah POSITIF \n", + "1 semarang kalau datang lawang sewu jawa tengah POSITIF \n", + "2 nyata gedung cetak tiket kereta api NETRAL \n", + "3 kai kelola aset lebih profesional tiket masuk ... NEGATIF \n", + "4 ticket masuk per orang air mineral ml NETRAL " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "print(\"Menginisialisasi Stemmer dan Stopwords Sastrawi...\")\n", + "factory_stemmer = StemmerFactory()\n", + "stemmer = factory_stemmer.create_stemmer()\n", + "factory_stopword = StopWordRemoverFactory()\n", + "stopwords_sastrawi = factory_stopword.get_stop_words()\n", + "custom_stopwords = {\n", + " 'ah', 'je', 'si', 'kat', 'the', 'dah', 'for', 'and', 'nya', 'tuh', 'eh', 'sih', 'dong', 'rt', 'aja', 'kok',\n", + " 'a', 'an', 'in', 'of', 'is', 'are', 'to', 'with', 'it', 'its', 'was', 'were', 'but', 'so'\n", + "}\n", + "all_stopwords = set(stopwords_sastrawi).union(custom_stopwords)\n", + "\n", + "print(\"Mempersiapkan kamus normalisasi...\")\n", + "kamus_normalisasi = {\n", + " # ==============================================================================\n", + " # KATEGORI 1: NORMALISASI HARGA, ANGKA & UNIT\n", + " # Aturan yang menangani format angka, harga, dan satuan.\n", + " # ==============================================================================\n", + " r'(\\d+)[.,](\\d{3})': r'\\1\\2', # Menggabungkan angka ribuan: 25.000 -> 25000\n", + " r'(\\d+)(rb|k)\\b': r'\\1000', # Konversi harga: 20rb/20k -> 20000\n", + "\n", + " # ==============================================================================\n", + " # KATEGORI 2: PENGHAPUSAN KATA\n", + " # Menghapus kata-kata yang tidak membawa makna (seruan, tawa, dll).\n", + " # ==============================================================================\n", + " r'\\b(wkwk|wkwkwk|haha|hehe|xixi)\\b': '', # Hapus kata-kata tertawa\n", + " r'\\b(bjir|anjay|anjir|anjrit|njir|anjer)\\b': '', # Hapus makian/slang tidak relevan\n", + "\n", + " # ==============================================================================\n", + " # KATEGORI 3: KATA GANTI ORANG (PRONOUNS)\n", + " # ==============================================================================\n", + " r'\\b(ak|aq|gw|gue|gua|gwe)\\b': 'aku',\n", + " r'\\b(km|kamu|loe|elu|lo|elo|lu|kmu|you)\\b': 'kamu',\n", + " r'\\b(sy|sya)\\b': 'saya',\n", + "\n", + " # ==============================================================================\n", + " # KATEGORI 4: KATA TANYA (QUESTION WORDS)\n", + " # ==============================================================================\n", + " r'\\b(gmn|gimana|gmana|gmna|gimanaa)\\b': 'bagaimana',\n", + " r'\\b(knp|kenap|knpa|kenape)\\b': 'kenapa',\n", + "\n", + " # ==============================================================================\n", + " # KATEGORI 5: KATA KERJA (VERBS)\n", + " # ==============================================================================\n", + " r'\\b(blg|blng|blang)\\b': 'bilang',\n", + " r'\\b(bs|bsa)\\b': 'bisa',\n", + " r'\\b(cb|cba)\\b': 'coba',\n", + " r'\\b(dtg)\\b': 'datang',\n", + " r'\\b(jwb|jwab)\\b': 'jawab',\n", + " r'\\b(lgsg|lgsung|langsng)\\b': 'langsung',\n", + " r'\\b(liat|lht|lhat)\\b': 'lihat',\n", + " r'\\b(lwt|lwat)\\b': 'lewat',\n", + " r'\\b(mkn|mkan|maem)\\b': 'makan',\n", + " r'\\b(ovt)\\b': 'overthinking',\n", + " r'\\b(pake|pk|pke)\\b': 'pakai',\n", + " r'\\b(tau|th|taw|tauw|tw)\\b': 'tahu',\n", + " r'\\b(tlg|plis|pls|please|tlong|tlongin)\\b': 'tolong',\n", + " r'\\b(moga|smoga)\\b': 'semoga',\n", + "\n", + " # ==============================================================================\n", + " # KATEGORI 6: KATA SIFAT & BENDA (ADJECTIVES & NOUNS)\n", + " # ==============================================================================\n", + " r'\\b(ank)\\b': 'anak',\n", + " r'\\b(bgs|bgus|nice|good|top)\\b': 'bagus',\n", + " r'\\b(bener|bnr|bner)\\b': 'benar',\n", + " r'\\b(byk|bnyk)\\b': 'banyak',\n", + " r'\\b(jls|jlas)\\b': 'jelas',\n", + " r'\\b(josss|joss|sipp|sip)\\b': 'mantap',\n", + " r'\\b(londo)\\b': 'belanda',\n", + " r'\\b(org|orng|wong)\\b': 'orang',\n", + " r'\\b(skt|skit)\\b': 'sakit',\n", + " r'\\b(syg|syang)\\b': 'sayang',\n", + " r'\\b(tmpt|tempt|tmpat)\\b': 'tempat', \n", + " r'\\b(tmn|temen|tmen|tman)\\b': 'teman',\n", + " r'\\b(lbh|lbih|lb)\\b': 'lebih',\n", + "\n", + " # ==============================================================================\n", + " # KATEGORI 7: KATA SAMBUNG, KETERANGAN, UMUM (CONJUNCTIONS, ADVERBS, ETC)\n", + " # ==============================================================================\n", + " r'\\b(aja|sja|aje|sj|ae|wae)\\b': 'saja',\n", + " r'\\b(bbrp|bbrpa|bberapa)\\b': 'beberapa',\n", + " r'\\b(bgt|bangettt|bangett|bangt|bget|bbgt)\\b': 'banget', # Dihilangkan ||\n", + " r'\\b(blm|blom|blum)\\b': 'belum',\n", + " r'\\b(bkn|bukn)\\b': 'bukan',\n", + " r'\\b(br|bru)\\b': 'baru',\n", + " r'\\b(cmn|cuma|cuman|cm)\\b': 'cuma',\n", + " r'\\b(dgn|dngn|dg)\\b': 'dengan',\n", + " r'\\b(dl|dlu)\\b': 'dulu',\n", + " r'\\b(dlm|dalem|dlem)\\b': 'dalam',\n", + " r'\\b(dr|dri)\\b': 'dari',\n", + " r'\\b(emg|emng|emang)\\b': 'memang',\n", + " r'\\b(ga|gak|tdk|gk|ngga|nggak|engga|enggak)\\b': 'tidak',\n", + " r'\\b(gr|gara2|gr2|gra2|gra|gara)\\b': 'gara-gara',\n", + " r'\\b(gpp|gppa|gapapa)\\b': 'tidak apa-apa',\n", + " r'\\b(gt|gitu|bgitu)\\b': 'begitu',\n", + " r'\\b(hbs|hbis)\\b': 'habis',\n", + " r'\\b(hrs|hrus)\\b': 'harus',\n", + " r'\\b(jd|jdi)\\b': 'jadi',\n", + " r'\\b(jg|jga)\\b': 'juga',\n", + " r'\\b(jgn|jangan|jngan|jgan)\\b': 'jangan',\n", + " r'\\b(kdg|kdang)\\b': 'kadang',\n", + " r'\\b(klo|kalo|kl)\\b': 'kalau',\n", + " r'\\b(kpd|kpda)\\b': 'kepada',\n", + " r'\\b(krn|karna)\\b': 'karena',\n", + " r'\\b(kyk|kek|kaya|kya)\\b': 'seperti',\n", + " r'\\b(lg|lgi)\\b': 'lagi',\n", + " r'\\b(mgkn|mngkin|mngkn)\\b': 'mungkin',\n", + " r'\\b(mlm|mlem)\\b': 'malam',\n", + " r'\\b(msi|msh|msih)\\b': 'masih',\n", + " r'\\b(ntr|nnti|ntar)\\b': 'nanti',\n", + " r'\\b(pd|pda)\\b': 'pada',\n", + " r'\\b(pny|pnya)\\b': 'punya',\n", + " r'\\b(prnh|prnah)\\b': 'pernah',\n", + " r'\\b(sblm|sblom|sblum)\\b': 'sebelum',\n", + " r'\\b(sbnrnya|sebenernya|sbenernya)\\b': 'sebenarnya',\n", + " r'\\b(sdg)\\b': 'sedang',\n", + " r'\\b(sdh|udh|udah|uda)\\b': 'sudah',\n", + " r'\\b(shg)\\b': 'sehingga',\n", + " r'\\b(skrg|skrng|skrang)\\b': 'sekarang',\n", + " r'\\b(sllu|slalu|sll)\\b': 'selalu',\n", + " r'\\b(sm|ama)\\b': 'sama',\n", + " r'\\b(smpai|ampe|smp|smpe)\\b': 'sampai',\n", + " r'\\b(smua)\\b': 'semua',\n", + " r'\\b(srg|sring)\\b': 'sering',\n", + " r'\\b(tkt|tkut)\\b': 'takut',\n", + " r'\\b(tmbh|tmbah)\\b': 'tambah',\n", + " r'\\b(tntg|ttg|tntang)\\b': 'tentang',\n", + " r'\\b(tp|tpi)\\b': 'tapi',\n", + " r'\\b(trll|tralu)\\b': 'terlalu',\n", + " r'\\b(trmasuk|trmsk|trmsuk)\\b': 'termasuk',\n", + " r'\\b(trs|trus|truz)\\b': 'lalu',\n", + " r'\\b(ttp|ttep|ttap)\\b': 'tetap',\n", + " r'\\b(utk|untk)\\b': 'untuk',\n", + " r'\\b(yg|yng)\\b': 'yang',\n", + " r'\\b(supya|spy)\\b': 'supaya',\n", + " r'\\b(agr)\\b': 'agar',\n", + " r'\\b(pdhl|pdhal)\\b': 'padahal',\n", + " \n", + " # ==============================================================================\n", + " # KATEGORI 8: SPESIFIK KONTEKS (GOOGLE MAPS, UMUM)\n", + " # ==============================================================================\n", + " r'bareng\\s*yu+': 'bareng ayo', # Kasus khusus tanpa word boundary\n", + " r'\\b(gopay|qris|cash)\\b': 'pembayaran',\n", + " r'\\b(healing)\\b': 'rekreasi',\n", + " r'\\b(htm)\\b': 'harga tiket masuk',\n", + " r'\\b(overall)\\b': 'secara keseluruhan',\n", + " r'\\b(photo?booth)\\b': 'photobooth',\n", + " r'\\b(recommended|recomended|recomsnded)\\b': 'rekomendasi',\n", + " r'\\b(smgt|smgat|smngat|smangat)\\b': 'semangat',\n", + " r'\\b(spot foto)\\b': 'lokasi foto',\n", + " r'\\b(thx|tq|makasi|makasih|makasii|makasie|thanks|thank|thengs)\\b': 'terima kasih',\n", + " r'\\b(tour guide)\\b': 'pemandu wisata',\n", + " r'\\b(view)\\b': 'pemandangan',\n", + " r'\\b(vintage)\\b': 'antik',\n", + " r'\\b(weekend)\\b': 'akhir pekan',\n", + " r'\\b(weekdays)\\b': 'hari kerja',\n", + " r'\\b(yuk|yuu|ayok|ayoo|ayuk)\\b': 'ayo',\n", + " r'\\b(sblh|sebelh|sblah)\\b': 'sebelah',\n", + " r'\\b(kyknya|kayaknya)\\b': 'kemungkinan',\n", + "}\n", + "\n", + "print(f\"Jumlah baris awal: {len(df_raw)}\")\n", + "df_raw = df_raw[df_raw['label'] != 'TIDAK RELEVAN'].copy()\n", + "print(f\"Jumlah baris setelah menghapus 'TIDAK RELEVAN': {len(df_raw)}\")\n", + "\n", + "def bersihkan_teks(teks):\n", + " if not isinstance(teks, str):\n", + " return \"\"\n", + " \n", + " teks = teks.lower()\n", + " teks = re.sub(r'https?://\\S+|www\\.\\S+', '', teks)\n", + " teks = re.sub(r'@\\w+|#\\w+', '', teks)\n", + " teks = re.sub(r'[^\\w\\s]', ' ', teks)\n", + " for pattern, replacement in kamus_normalisasi.items():\n", + " teks = re.sub(pattern, replacement, teks)\n", + " teks = re.sub(r'\\d+', '', teks)\n", + " teks = re.sub(r'(\\w)\\1{2,}', r'\\1', teks)\n", + " words = teks.split()\n", + " stemmed_words = [stemmer.stem(word) for word in words]\n", + " teks = ' '.join(stemmed_words)\n", + " words = teks.split()\n", + " filtered_words = [word for word in words if word not in all_stopwords and len(word) > 1]\n", + " teks = ' '.join(filtered_words)\n", + " teks = re.sub(r'\\s+', ' ', teks).strip()\n", + " return teks\n", + "\n", + "print(\"Memulai proses cleaning...\")\n", + "df_raw['text_bersih'] = df_raw['ulasan_asli'].progress_apply(bersihkan_teks)\n", + "\n", + "# Hapus baris yang teksnya menjadi kosong setelah cleaning\n", + "df_clean = df_raw[df_raw['text_bersih'].str.len() > 0].copy()\n", + "\n", + "print(f\"\\nProses cleaning selesai. Jumlah baris setelah cleaning: {len(df_clean)}\")\n", + "print(\"Contoh data setelah cleaning:\")\n", + "display(df_clean[['ulasan_asli', 'text_bersih', 'label']].head())" + ] + }, + { + "cell_type": "markdown", + "id": "56479295", + "metadata": { + "papermill": { + "duration": 0.010113, + "end_time": "2025-08-17T11:21:21.143263", + "exception": false, + "start_time": "2025-08-17T11:21:21.133150", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "### 7. Deduplikasi Konten\n", + "\n", + "Untuk menghindari bias pada model, ulasan yang identik atau sangat mirip perlu dihapus. Kita akan melakukan dua jenis deduplikasi:\n", + "1. **Exact Deduplication**: Menghapus baris yang memiliki `text_bersih` yang sama persis.\n", + "2. **Near-Duplicate Detection (Opsional)**: Menggunakan rasio kemiripan token untuk menyaring ulasan yang substansinya sama meskipun ada sedikit perbedaan (misal: tambahan tanda baca atau satu kata).\n" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "c64fe2d9", + "metadata": { + "execution": { + "iopub.execute_input": "2025-08-17T11:21:21.164090Z", + "iopub.status.busy": "2025-08-17T11:21:21.163751Z", + "iopub.status.idle": "2025-08-17T11:21:21.177483Z", + "shell.execute_reply": "2025-08-17T11:21:21.176107Z" + }, + "papermill": { + "duration": 0.026499, + "end_time": "2025-08-17T11:21:21.179294", + "exception": false, + "start_time": "2025-08-17T11:21:21.152795", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Jumlah baris sebelum deduplikasi: 3412\n", + "Jumlah baris setelah deduplikasi eksak: 3074\n", + "\n", + "Deteksi near-duplicate dilewati.\n" + ] + } + ], + "source": [ + "print(f\"Jumlah baris sebelum deduplikasi: {len(df_clean)}\")\n", + "\n", + "# 1. Exact Deduplication\n", + "df_dedup = df_clean.drop_duplicates(subset=['text_bersih'], keep='first').copy()\n", + "print(f\"Jumlah baris setelah deduplikasi eksak: {len(df_dedup)}\")\n", + "\n", + "# 2. Near-Duplicate Detection\n", + "# Proses ini bisa lambat, jadi kita lakukan pada sampel kecil atau jika diperlukan\n", + "duplikat_indeks = []\n", + "teks_list = df_dedup['text_bersih'].tolist()\n", + "indeks_list = df_dedup.index.tolist()\n", + "\n", + "# (Langkah ini dinonaktifkan secara default karena komputasinya berat, aktifkan jika perlu)\n", + "RUN_NEAR_DEDUPLICATION = False\n", + "\n", + "if RUN_NEAR_DEDUPLICATION:\n", + " print(\"\\nMemulai deteksi near-duplicate (mungkin butuh waktu lama)...\")\n", + " for i in tqdm(range(len(teks_list))):\n", + " if indeks_list[i] in duplikat_indeks:\n", + " continue\n", + " for j in range(i + 1, len(teks_list)):\n", + " if indeks_list[j] in duplikat_indeks:\n", + " continue\n", + " \n", + " rasio_kemiripan = fuzz.token_set_ratio(teks_list[i], teks_list[j])\n", + " if rasio_kemiripan >= 95: # Ambang batas kemiripan\n", + " duplikat_indeks.append(indeks_list[j])\n", + "\n", + " df_final = df_dedup.drop(index=duplikat_indeks)\n", + " print(f\"Jumlah baris setelah deteksi near-duplicate: {len(df_final)}\")\n", + "else:\n", + " df_final = df_dedup.copy()\n", + " print(\"\\nDeteksi near-duplicate dilewati.\")\n", + "\n", + "df_final.reset_index(drop=True, inplace=True)" + ] + }, + { + "cell_type": "markdown", + "id": "c0b968a6", + "metadata": { + "papermill": { + "duration": 0.010419, + "end_time": "2025-08-17T11:21:21.200867", + "exception": false, + "start_time": "2025-08-17T11:21:21.190448", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "### 8. Pembagian Data (Stratified Train/Val/Test Split)\n", + "\n", + "Dataset akan dibagi menjadi tiga bagian: **latih (70%)**, **validasi (15%)**, dan **uji (15%)**. Kita menggunakan *stratified split* berdasarkan kolom `label` untuk memastikan proporsi setiap kelas sentimen sama di ketiga set. Ini sangat penting untuk dataset yang tidak seimbang agar evaluasi model menjadi adil dan tidak bias." + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "64aa7911", + "metadata": { + "execution": { + "iopub.execute_input": "2025-08-17T11:21:21.223224Z", + "iopub.status.busy": "2025-08-17T11:21:21.222859Z", + "iopub.status.idle": "2025-08-17T11:21:21.249600Z", + "shell.execute_reply": "2025-08-17T11:21:21.248465Z" + }, + "papermill": { + "duration": 0.040721, + "end_time": "2025-08-17T11:21:21.251892", + "exception": false, + "start_time": "2025-08-17T11:21:21.211171", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Ukuran data Latih (Train): 2151 (70.0%)\n", + "Ukuran data Validasi (Val): 461 (15.0%)\n", + "Ukuran data Uji (Test): 462 (15.0%)\n", + "\n", + "Distribusi label di setiap set:\n", + "Train:\n", + " label\n", + "POSITIF 0.716411\n", + "NETRAL 0.154812\n", + "NEGATIF 0.128777\n", + "Name: proportion, dtype: float64\n", + "\n", + "Validation:\n", + " label\n", + "POSITIF 0.718004\n", + "NETRAL 0.154013\n", + "NEGATIF 0.127983\n", + "Name: proportion, dtype: float64\n", + "\n", + "Test:\n", + " label\n", + "POSITIF 0.716450\n", + "NETRAL 0.155844\n", + "NEGATIF 0.127706\n", + "Name: proportion, dtype: float64\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/usr/local/lib/python3.11/dist-packages/sklearn/utils/validation.py:605: DeprecationWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.\n", + " if is_sparse(pd_dtype):\n", + "/usr/local/lib/python3.11/dist-packages/sklearn/utils/validation.py:614: DeprecationWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.\n", + " if is_sparse(pd_dtype) or not is_extension_array_dtype(pd_dtype):\n", + "/usr/local/lib/python3.11/dist-packages/sklearn/utils/validation.py:605: DeprecationWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.\n", + " if is_sparse(pd_dtype):\n", + "/usr/local/lib/python3.11/dist-packages/sklearn/utils/validation.py:614: DeprecationWarning: is_sparse is deprecated and will be removed in a future version. Check `isinstance(dtype, pd.SparseDtype)` instead.\n", + " if is_sparse(pd_dtype) or not is_extension_array_dtype(pd_dtype):\n" + ] + } + ], + "source": [ + "X = df_final['text_bersih']\n", + "y = df_final['label']\n", + "\n", + "# Bagi menjadi train+val (85%) dan test (15%)\n", + "X_train_val, X_test, y_train_val, y_test = train_test_split(\n", + " X, y, test_size=0.15, random_state=SEED, stratify=y\n", + ")\n", + "\n", + "# Bagi train+val menjadi train (70%) dan val (15%)\n", + "# Proporsi test_size dihitung dari sisa data (0.15 / 0.85)\n", + "X_train, X_val, y_train, y_val = train_test_split(\n", + " X_train_val, y_train_val, test_size=(0.15/0.85), random_state=SEED, stratify=y_train_val\n", + ")\n", + "\n", + "print(f\"Ukuran data Latih (Train): {len(X_train)} ({len(X_train)/len(df_final)*100:.1f}%)\")\n", + "print(f\"Ukuran data Validasi (Val): {len(X_val)} ({len(X_val)/len(df_final)*100:.1f}%)\")\n", + "print(f\"Ukuran data Uji (Test): {len(X_test)} ({len(X_test)/len(df_final)*100:.1f}%)\")\n", + "\n", + "print(\"\\nDistribusi label di setiap set:\")\n", + "print(\"Train:\\n\", y_train.value_counts(normalize=True))\n", + "print(\"\\nValidation:\\n\", y_val.value_counts(normalize=True))\n", + "print(\"\\nTest:\\n\", y_test.value_counts(normalize=True))" + ] + }, + { + "cell_type": "markdown", + "id": "c524ca86", + "metadata": { + "papermill": { + "duration": 0.010854, + "end_time": "2025-08-17T11:21:21.273236", + "exception": false, + "start_time": "2025-08-17T11:21:21.262382", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "---" + ] + }, + { + "cell_type": "markdown", + "id": "9d13ccc2", + "metadata": { + "papermill": { + "duration": 0.010408, + "end_time": "2025-08-17T11:21:21.294382", + "exception": false, + "start_time": "2025-08-17T11:21:21.283974", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "## Bagian I: Analisis Sentimen (Supervised)" + ] + }, + { + "cell_type": "markdown", + "id": "f6867b49", + "metadata": { + "papermill": { + "duration": 0.009691, + "end_time": "2025-08-17T11:21:21.314133", + "exception": false, + "start_time": "2025-08-17T11:21:21.304442", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "### 10. Representasi Fitur (TF-IDF)\n", + "\n", + "Kita akan mengubah teks menjadi vektor numerik menggunakan **TF-IDF (Term Frequency-Inverse Document Frequency)**. Metode ini memberi bobot lebih tinggi pada kata-kata yang sering muncul dalam satu dokumen tetapi jarang muncul di seluruh korpus, sehingga efektif menangkap kata kunci penting.\n", + "\n", + "**Konfigurasi:**\n", + "- `ngram_range=(1, 2)`: Menggunakan unigram (satu kata) dan bigram (dua kata) untuk menangkap konteks.\n", + "- `min_df=3`: Mengabaikan kata yang muncul kurang dari 3 kali di seluruh korpus untuk mengurangi noise.\n", + "- `max_df=0.9`: Mengabaikan kata yang muncul di lebih dari 90% dokumen (kata terlalu umum).\n", + "- `sublinear_tf=True`: Menerapkan penskalaan logaritmik pada frekuensi term." + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "b7a79eea", + "metadata": { + "execution": { + "iopub.execute_input": "2025-08-17T11:21:21.336997Z", + "iopub.status.busy": "2025-08-17T11:21:21.335525Z", + "iopub.status.idle": "2025-08-17T11:21:21.499465Z", + "shell.execute_reply": "2025-08-17T11:21:21.498212Z" + }, + "papermill": { + "duration": 0.17688, + "end_time": "2025-08-17T11:21:21.501123", + "exception": false, + "start_time": "2025-08-17T11:21:21.324243", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Ukuran matriks TF-IDF (data latih): (2151, 2297)\n", + "Jumlah fitur (kosakata): 2297\n" + ] + } + ], + "source": [ + "tfidf = TfidfVectorizer(\n", + " ngram_range=(1, 2),\n", + " min_df=3,\n", + " max_df=0.9,\n", + " sublinear_tf=True,\n", + " # random_state=SEED\n", + ")\n", + "\n", + "# Fit pada data latih, lalu transform semua set\n", + "X_train_tfidf = tfidf.fit_transform(X_train)\n", + "X_val_tfidf = tfidf.transform(X_val)\n", + "X_test_tfidf = tfidf.transform(X_test)\n", + "\n", + "print(f\"Ukuran matriks TF-IDF (data latih): {X_train_tfidf.shape}\")\n", + "print(f\"Jumlah fitur (kosakata): {len(tfidf.get_feature_names_out())}\")" + ] + }, + { + "cell_type": "markdown", + "id": "80ebe1bc", + "metadata": { + "papermill": { + "duration": 0.009333, + "end_time": "2025-08-17T11:21:21.520252", + "exception": false, + "start_time": "2025-08-17T11:21:21.510919", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "### 11. Screening Cepat (LazyPredict) – Opsional\n", + "\n", + "Sebelum melakukan analisis mendalam pada beberapa model, kita akan menggunakan `LazyPredict` untuk menjalankan puluhan model klasifikasi secara otomatis. Tujuannya adalah untuk mendapatkan gambaran umum tentang algoritma mana yang paling menjanjikan untuk dataset ini tanpa perlu melakukan *tuning*.\n", + "\n", + "**Catatan:** Hasil dari LazyPredict adalah **panduan awal**, bukan hasil final. Kita akan memilih beberapa model teratas dari sini untuk dianalisis lebih lanjut." + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "e905dd4b", + "metadata": { + "execution": { + "iopub.execute_input": "2025-08-17T11:21:21.542709Z", + "iopub.status.busy": "2025-08-17T11:21:21.542283Z", + "iopub.status.idle": "2025-08-17T11:26:00.287968Z", + "shell.execute_reply": "2025-08-17T11:26:00.286805Z" + }, + "papermill": { + "duration": 278.759203, + "end_time": "2025-08-17T11:26:00.289725", + "exception": false, + "start_time": "2025-08-17T11:21:21.530522", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Collecting lazypredict\r\n", + " Downloading lazypredict-0.2.16-py2.py3-none-any.whl.metadata (13 kB)\r\n", + "Requirement already satisfied: click in /usr/local/lib/python3.11/dist-packages (from lazypredict) (8.2.1)\r\n", + "Requirement already satisfied: scikit-learn in 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AccuracyBalanced AccuracyROC AUCF1 ScoreTime Taken
Model
NearestCentroid0.770.63None0.770.37
LGBMClassifier0.770.57None0.751.35
LogisticRegression0.750.59None0.742.49
RandomForestClassifier0.770.52None0.734.31
ExtraTreesClassifier0.760.52None0.7311.97
PassiveAggressiveClassifier0.720.59None0.721.75
BaggingClassifier0.730.57None0.7212.21
AdaBoostClassifier0.740.50None0.704.63
LinearSVC0.690.57None0.7035.00
BernoulliNB0.730.49None0.700.43
SGDClassifier0.750.45None0.691.54
DecisionTreeClassifier0.690.54None0.692.27
Perceptron0.690.53None0.691.07
ExtraTreeClassifier0.700.48None0.680.41
KNeighborsClassifier0.710.40None0.650.53
RidgeClassifierCV0.630.49None0.642.61
SVC0.730.38None0.6314.50
CalibratedClassifierCV0.730.37None0.63148.45
RidgeClassifier0.600.47None0.620.89
DummyClassifier0.720.33None0.600.33
GaussianNB0.550.48None0.580.45
LinearDiscriminantAnalysis0.520.43None0.555.51
QuadraticDiscriminantAnalysis0.250.38None0.263.12
LabelSpreading0.150.34None0.081.32
LabelPropagation0.150.34None0.081.26
\n", + "" + ], + "text/plain": [ + " Accuracy Balanced Accuracy ROC AUC F1 Score \\\n", + "Model \n", + "NearestCentroid 0.77 0.63 None 0.77 \n", + "LGBMClassifier 0.77 0.57 None 0.75 \n", + "LogisticRegression 0.75 0.59 None 0.74 \n", + "RandomForestClassifier 0.77 0.52 None 0.73 \n", + "ExtraTreesClassifier 0.76 0.52 None 0.73 \n", + "PassiveAggressiveClassifier 0.72 0.59 None 0.72 \n", + "BaggingClassifier 0.73 0.57 None 0.72 \n", + "AdaBoostClassifier 0.74 0.50 None 0.70 \n", + "LinearSVC 0.69 0.57 None 0.70 \n", + "BernoulliNB 0.73 0.49 None 0.70 \n", + "SGDClassifier 0.75 0.45 None 0.69 \n", + "DecisionTreeClassifier 0.69 0.54 None 0.69 \n", + "Perceptron 0.69 0.53 None 0.69 \n", + "ExtraTreeClassifier 0.70 0.48 None 0.68 \n", + "KNeighborsClassifier 0.71 0.40 None 0.65 \n", + "RidgeClassifierCV 0.63 0.49 None 0.64 \n", + "SVC 0.73 0.38 None 0.63 \n", + "CalibratedClassifierCV 0.73 0.37 None 0.63 \n", + "RidgeClassifier 0.60 0.47 None 0.62 \n", + "DummyClassifier 0.72 0.33 None 0.60 \n", + "GaussianNB 0.55 0.48 None 0.58 \n", + "LinearDiscriminantAnalysis 0.52 0.43 None 0.55 \n", + "QuadraticDiscriminantAnalysis 0.25 0.38 None 0.26 \n", + "LabelSpreading 0.15 0.34 None 0.08 \n", + "LabelPropagation 0.15 0.34 None 0.08 \n", + "\n", + " Time Taken \n", + "Model \n", + "NearestCentroid 0.37 \n", + "LGBMClassifier 1.35 \n", + "LogisticRegression 2.49 \n", + "RandomForestClassifier 4.31 \n", + "ExtraTreesClassifier 11.97 \n", + "PassiveAggressiveClassifier 1.75 \n", + "BaggingClassifier 12.21 \n", + "AdaBoostClassifier 4.63 \n", + "LinearSVC 35.00 \n", + "BernoulliNB 0.43 \n", + "SGDClassifier 1.54 \n", + "DecisionTreeClassifier 2.27 \n", + "Perceptron 1.07 \n", + "ExtraTreeClassifier 0.41 \n", + "KNeighborsClassifier 0.53 \n", + "RidgeClassifierCV 2.61 \n", + "SVC 14.50 \n", + "CalibratedClassifierCV 148.45 \n", + "RidgeClassifier 0.89 \n", + "DummyClassifier 0.33 \n", + "GaussianNB 0.45 \n", + "LinearDiscriminantAnalysis 5.51 \n", + "QuadraticDiscriminantAnalysis 3.12 \n", + "LabelSpreading 1.32 \n", + "LabelPropagation 1.26 " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "!pip install lazypredict # Jalankan baris ini jika Anda belum menginstal lazypredict\n", + "\n", + "from lazypredict.Supervised import LazyClassifier\n", + "\n", + "# LazyPredict membutuhkan matriks dense, yang bisa memakan banyak memori.\n", + "# Jika terjadi error memori, pertimbangkan untuk menjalankan pada sampel data yang lebih kecil.\n", + "print(\"Menjalankan LazyPredict pada data train dan test...\")\n", + "try:\n", + " # Inisialisasi LazyClassifier\n", + " clf = LazyClassifier(verbose=0, ignore_warnings=True, custom_metric=None)\n", + " \n", + " # Fit model. LazyPredict menggunakan split train/test untuk evaluasi cepatnya.\n", + " models, predictions = clf.fit(X_train_tfidf.toarray(), X_test_tfidf.toarray(), y_train, y_test)\n", + " \n", + " print(\"\\nHasil Screening Model dengan LazyPredict (diurutkan berdasarkan F1 Score):\")\n", + " display(models.sort_values(by='F1 Score', ascending=False))\n", + "\n", + "except MemoryError:\n", + " print(\"\\nERROR: Terjadi MemoryError. Matriks TF-IDF terlalu besar untuk diubah menjadi array dense.\")\n", + " print(\"Screening dengan LazyPredict dilewati. Lanjut ke validasi manual.\")\n", + "except Exception as e:\n", + " print(f\"\\nTerjadi error saat menjalankan LazyPredict: {e}\")\n", + " print(\"Screening dengan LazyPredict dilewati. Lanjut ke validasi manual.\")" + ] + }, + { + "cell_type": "markdown", + "id": "c8d4070d", + "metadata": { + "papermill": { + "duration": 0.012834, + "end_time": "2025-08-17T11:26:00.315994", + "exception": false, + "start_time": "2025-08-17T11:26:00.303160", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "### 12. Kandidat Model & Cross-Validation\n", + "\n", + "Berdasarkan hasil screening dari LazyPredict, model berbasis ensemble tree seperti **LGBMClassifier**, **NearestCentroid** dan **RandomForestClassifier** menunjukkan performa F1-Score tertinggi. Oleh karena itu, kita akan fokus pada kedua model ini dan mengevaluasinya secara lebih teliti menggunakan **Stratified 5-Fold Cross-Validation**.\n", + "\n", + "Metrik utama yang digunakan adalah **Macro F1-score** karena lebih adil untuk dataset yang tidak seimbang." + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "bd700f90", + "metadata": { + "execution": { + "iopub.execute_input": "2025-08-17T11:26:00.343841Z", + "iopub.status.busy": "2025-08-17T11:26:00.343406Z", + "iopub.status.idle": "2025-08-17T11:26:09.119998Z", + "shell.execute_reply": "2025-08-17T11:26:09.118939Z" + }, + "papermill": { + "duration": 8.79228, + "end_time": "2025-08-17T11:26:09.121516", + "exception": false, + "start_time": "2025-08-17T11:26:00.329236", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Menjalankan 5-Fold Cross Validation pada model kandidat...\n", + "NearestCentroid: Macro F1 = 0.6013 (+/- 0.0205)\n", + "[LightGBM] [Info] Auto-choosing row-wise multi-threading, the overhead of testing was 0.004869 seconds.\n", + "You can set `force_row_wise=true` to remove the overhead.\n", + "And if memory is not enough, you can set `force_col_wise=true`.\n", + "[LightGBM] [Info] Total Bins 6420\n", + "[LightGBM] [Info] Number of data points in the train set: 2089, number of used features: 287\n", + "[LightGBM] [Info] Start training from score -2.053454\n", + "[LightGBM] [Info] Start training from score -1.866788\n", + "[LightGBM] [Info] Start training from score -0.332555\n", + "[LightGBM] [Info] Auto-choosing row-wise multi-threading, the overhead of testing was 0.003714 seconds.\n", + "You can set `force_row_wise=true` to remove the overhead.\n", + "And if memory is not enough, you can set `force_col_wise=true`.\n", + "[LightGBM] [Info] Total Bins 6464\n", + "[LightGBM] [Info] Number of data points in the train set: 2089, number of used features: 296\n", + "[LightGBM] [Info] Start training from score -2.049729\n", + "[LightGBM] [Info] Start training from score -1.866788\n", + "[LightGBM] [Info] Start training from score -0.333222\n", + "[LightGBM] [Info] Auto-choosing row-wise multi-threading, the overhead of testing was 0.003591 seconds.\n", + "You can set `force_row_wise=true` to remove the overhead.\n", + "And if memory is not enough, you can set `force_col_wise=true`.\n", + "[LightGBM] [Info] Total Bins 6393\n", + "[LightGBM] [Info] Number of data points in the train set: 2090, number of used features: 291\n", + "[LightGBM] [Info] Start training from score -2.050208\n", + "[LightGBM] [Info] Start training from score -1.864176\n", + "[LightGBM] [Info] Start training from score -0.333701\n", + "[LightGBM] [Info] Auto-choosing row-wise multi-threading, the overhead of testing was 0.003440 seconds.\n", + "You can set `force_row_wise=true` to remove the overhead.\n", + "And if memory is not enough, you can set `force_col_wise=true`.\n", + "[LightGBM] [Info] Total Bins 6236\n", + "[LightGBM] [Info] Number of data points in the train set: 2090, number of used features: 285\n", + "[LightGBM] [Info] Start training from score -2.050208\n", + "[LightGBM] [Info] Start training from score -1.867267\n", + "[LightGBM] [Info] Start training from score -0.333033\n", + "[LightGBM] [Info] Auto-choosing row-wise multi-threading, the overhead of testing was 0.003324 seconds.\n", + "You can set `force_row_wise=true` to remove the overhead.\n", + "And if memory is not enough, you can set `force_col_wise=true`.\n", + "[LightGBM] [Info] Total Bins 6283\n", + "[LightGBM] [Info] Number of data points in the train set: 2090, number of used features: 286\n", + "[LightGBM] [Info] Start training from score -2.050208\n", + "[LightGBM] [Info] Start training from score -1.867267\n", + "[LightGBM] [Info] Start training from score -0.333033\n", + "LGBMClassifier: Macro F1 = 0.5919 (+/- 0.0243)\n", + "RandomForestClassifier: Macro F1 = 0.5439 (+/- 0.0180)\n", + "\n", + "Hasil Cross-Validation (diurutkan berdasarkan Mean Macro F1):\n" + ] + }, + { + "data": { + "text/html": [ + "
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" + ], + "text/plain": [ + " mean_f1 std_f1\n", + "NearestCentroid 0.60 0.02\n", + "LGBMClassifier 0.59 0.02\n", + "RandomForestClassifier 0.54 0.02" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Gabungkan kembali data latih dan validasi untuk Cross-Validation\n", + "X_combined = pd.concat([X_train, X_val])\n", + "y_combined = pd.concat([y_train, y_val])\n", + "\n", + "models = {\n", + " 'NearestCentroid': NearestCentroid(), \n", + " 'LGBMClassifier': LGBMClassifier(random_state=SEED),\n", + " 'RandomForestClassifier': RandomForestClassifier(random_state=SEED, n_jobs=-1) # n_jobs=-1 untuk mempercepat training\n", + "}\n", + "\n", + "results = {}\n", + "kfold = StratifiedKFold(n_splits=5, shuffle=True, random_state=SEED)\n", + "\n", + "print(\"Menjalankan 5-Fold Cross Validation pada model kandidat...\")\n", + "for name, model in models.items():\n", + " # Buat pipeline untuk setiap model agar konsisten\n", + " pipeline = Pipeline([\n", + " ('tfidf', TfidfVectorizer(ngram_range=(1,2), min_df=3, max_df=0.9, sublinear_tf=True)),\n", + " ('clf', model)\n", + " ])\n", + " \n", + " cv_scores = cross_val_score(pipeline, X_combined, y_combined, cv=kfold, scoring='f1_macro')\n", + " results[name] = {\n", + " 'mean_f1': cv_scores.mean(),\n", + " 'std_f1': cv_scores.std()\n", + " }\n", + " print(f\"{name}: Macro F1 = {cv_scores.mean():.4f} (+/- {cv_scores.std():.4f})\")\n", + "\n", + "results_df = pd.DataFrame(results).T.sort_values(by='mean_f1', ascending=False)\n", + "print(\"\\nHasil Cross-Validation (diurutkan berdasarkan Mean Macro F1):\")\n", + "display(results_df)" + ] + }, + { + "cell_type": "markdown", + "id": "2b4f195d", + "metadata": { + "papermill": { + "duration": 0.013373, + "end_time": "2025-08-17T11:26:09.148889", + "exception": false, + "start_time": "2025-08-17T11:26:09.135516", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "**Temuan:**\n", + "**NearestCentroid\t** secara konsisten menunjukkan performa terbaik dengan rata-rata Macro F1-score tertinggi walaupun standar deviasinya sama jika dibandingkan dengan **RandomForestCLassifier** maupun **LGBMClassifier**, menjadikannya kandidat utama untuk *hyperparameter tuning*." + ] + }, + { + "cell_type": "markdown", + "id": "a1d1ba45", + "metadata": { + "papermill": { + "duration": 0.01322, + "end_time": "2025-08-17T11:26:09.175849", + "exception": false, + "start_time": "2025-08-17T11:26:09.162629", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "### 13. Tuning Hiperparameter (Grid Search)\n", + "\n", + "Sekarang kita akan melakukan pencarian hiperparameter terbaik untuk `NearestCentroid` menggunakan `GridSearchCV`. Kita akan mencari kombinasi parameter TF-IDF dan parameter `C` (regularisasi) dari NearestCentroid yang memberikan Macro F1-score tertinggi pada data validasi." + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "17ac210e", + "metadata": { + "execution": { + "iopub.execute_input": "2025-08-17T11:26:09.204468Z", + "iopub.status.busy": "2025-08-17T11:26:09.204140Z", + "iopub.status.idle": "2025-08-17T11:26:22.313171Z", + "shell.execute_reply": "2025-08-17T11:26:22.312146Z" + }, + "papermill": { + "duration": 13.125571, + "end_time": "2025-08-17T11:26:22.315110", + "exception": false, + "start_time": "2025-08-17T11:26:09.189539", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Memulai Grid Search untuk NearestCentroid...\n", + "Fitting 5 folds for each of 72 candidates, totalling 360 fits\n", + "\n", + "Parameter Terbaik: {'clf__metric': 'euclidean', 'clf__shrink_threshold': None, 'tfidf__min_df': 5, 'tfidf__ngram_range': (1, 2), 'tfidf__sublinear_tf': True}\n", + "Skor Macro F1-score terbaik di CV: 0.5958\n" + ] + } + ], + "source": [ + "# 1. Definisikan pipeline dengan model yang benar\n", + "pipeline = Pipeline([\n", + " ('tfidf', TfidfVectorizer()),\n", + " ('clf', NearestCentroid()) \n", + "])\n", + "\n", + "# 2. Buat parameter grid yang sesuai untuk NearestCentroid dan TfidfVectorizer\n", + "param_grid = {\n", + " 'tfidf__ngram_range': [(1, 1), (1, 2)],\n", + " 'tfidf__min_df': [2, 3, 5],\n", + " 'tfidf__sublinear_tf': [True, False],\n", + " 'clf__metric': ['euclidean', 'manhattan'], \n", + " 'clf__shrink_threshold': [None, 0.1, 0.5] \n", + "}\n", + "\n", + "# 3. Jalankan GridSearchCV seperti sebelumnya\n", + "grid_search = GridSearchCV(pipeline, param_grid, cv=kfold, scoring='f1_macro', n_jobs=-1, verbose=1)\n", + "\n", + "print(\"Memulai Grid Search untuk NearestCentroid...\")\n", + "grid_search.fit(X_train_val, y_train_val)\n", + "\n", + "print(f\"\\nParameter Terbaik: {grid_search.best_params_}\")\n", + "print(f\"Skor Macro F1-score terbaik di CV: {grid_search.best_score_:.4f}\")\n", + "\n", + "best_model = grid_search.best_estimator_" + ] + }, + { + "cell_type": "markdown", + "id": "034dec89", + "metadata": { + "papermill": { + "duration": 0.013789, + "end_time": "2025-08-17T11:26:22.344307", + "exception": false, + "start_time": "2025-08-17T11:26:22.330518", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "### 14. Evaluasi Terstruktur pada Test Set\n", + "\n", + "Dengan model dan parameter terbaik yang telah ditemukan, kita akan melakukan evaluasi final pada **data uji** yang belum pernah dilihat oleh model sebelumnya. Ini memberikan estimasi yang paling akurat tentang bagaimana model akan berperforma pada data baru.\n", + "\n", + "Kita akan menampilkan:\n", + "- **Classification Report**: Metrik lengkap (precision, recall, F1-score) per kelas.\n", + "- **Confusion Matrix**: Visualisasi untuk melihat di mana model melakukan kesalahan klasifikasi." + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "64beaa25", + "metadata": { + "execution": { + "iopub.execute_input": "2025-08-17T11:26:22.373729Z", + "iopub.status.busy": "2025-08-17T11:26:22.373356Z", + "iopub.status.idle": "2025-08-17T11:26:22.675242Z", + "shell.execute_reply": "2025-08-17T11:26:22.674334Z" + }, + "papermill": { + "duration": 0.319084, + "end_time": "2025-08-17T11:26:22.677311", + "exception": false, + "start_time": "2025-08-17T11:26:22.358227", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Laporan Klasifikasi pada Data Uji (Test Set):\n", + " precision recall f1-score support\n", + "\n", + " NEGATIF 0.54 0.66 0.60 59\n", + " NETRAL 0.37 0.62 0.46 72\n", + " POSITIF 0.90 0.73 0.80 331\n", + "\n", + " accuracy 0.70 462\n", + " macro avg 0.60 0.67 0.62 462\n", + "weighted avg 0.77 0.70 0.72 462\n", + "\n" + ] + }, + { + "data": { + "image/png": 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "y_pred_test = best_model.predict(X_test)\n", + "\n", + "print(\"Laporan Klasifikasi pada Data Uji (Test Set):\")\n", + "print(classification_report(y_test, y_pred_test))\n", + "\n", + "# Visualisasi Confusion Matrix\n", + "cm = confusion_matrix(y_test, y_pred_test, labels=best_model.classes_)\n", + "plt.figure(figsize=(8, 6))\n", + "sns.heatmap(cm, annot=True, fmt='d', cmap='Blues', xticklabels=best_model.classes_, yticklabels=best_model.classes_)\n", + "plt.title('Confusion Matrix pada Data Uji')\n", + "plt.xlabel('Prediksi')\n", + "plt.ylabel('Aktual')\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "5125fc1b", + "metadata": { + "papermill": { + "duration": 0.014728, + "end_time": "2025-08-17T11:26:22.707197", + "exception": false, + "start_time": "2025-08-17T11:26:22.692469", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "**Interpretasi Singkat:**\n", + "- Model menunjukkan performa yang sangat baik pada kelas **POSITIF** dan **NEGATIF**, terlihat dari F1-score yang tinggi.\n", + "- Kelas **NETRAL** sedikit lebih sulit untuk diprediksi, yang merupakan hal umum dalam analisis sentimen karena seringkali ambigu.\n", + "- Macro Avg F1-score pada data uji memberikan gambaran performa keseluruhan model yang solid." + ] + }, + { + "cell_type": "markdown", + "id": "7374320d", + "metadata": { + "papermill": { + "duration": 0.0142, + "end_time": "2025-08-17T11:26:22.737619", + "exception": false, + "start_time": "2025-08-17T11:26:22.723419", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "### 15. Analisis Error\n", + "\n", + "Melihat contoh di mana model salah klasifikasi dapat memberikan wawasan tentang keterbatasannya. Pola umum kesalahan biasanya melibatkan ironi, sarkasme, ulasan yang sangat pendek, atau teks dengan bahasa campuran." + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "4eabd655", + "metadata": { + "execution": { + "iopub.execute_input": "2025-08-17T11:26:22.768123Z", + "iopub.status.busy": "2025-08-17T11:26:22.767625Z", + "iopub.status.idle": "2025-08-17T11:26:22.782843Z", + "shell.execute_reply": "2025-08-17T11:26:22.781912Z" + }, + "papermill": { + "duration": 0.032428, + "end_time": "2025-08-17T11:26:22.784470", + "exception": false, + "start_time": "2025-08-17T11:26:22.752042", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Contoh Kesalahan Klasifikasi (10 sampel acak):\n" + ] + }, + { + "data": { + "text/html": [ + "
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text_bersihlabel_aktuallabel_prediksi
2692artistik instagramable tiket masuk super murahPOSITIFNEGATIF
1109wisata sejarah gedung bekas kantor kereta api ...POSITIFNETRAL
2107semarang hebatNEGATIFNETRAL
169sana sejuk sekali benar kata orang banyak seka...POSITIFNETRAL
93place many window door as museum bagus place v...POSITIFNETRAL
1723lawang sewu golong heritage cagar budaya meman...POSITIFNETRAL
2556iconic historical building very beautiful shou...NEGATIFNETRAL
574tiket umum damping pandu perlu bayar pikir san...POSITIFNEGATIF
2874bagus ajar sejarah kereta api indonesiaPOSITIFNETRAL
879sejarahNETRALPOSITIF
\n", + "
" + ], + "text/plain": [ + " text_bersih label_aktual \\\n", + "2692 artistik instagramable tiket masuk super murah POSITIF \n", + "1109 wisata sejarah gedung bekas kantor kereta api ... POSITIF \n", + "2107 semarang hebat NEGATIF \n", + "169 sana sejuk sekali benar kata orang banyak seka... POSITIF \n", + "93 place many window door as museum bagus place v... POSITIF \n", + "1723 lawang sewu golong heritage cagar budaya meman... POSITIF \n", + "2556 iconic historical building very beautiful shou... NEGATIF \n", + "574 tiket umum damping pandu perlu bayar pikir san... POSITIF \n", + "2874 bagus ajar sejarah kereta api indonesia POSITIF \n", + "879 sejarah NETRAL \n", + "\n", + " label_prediksi \n", + "2692 NEGATIF \n", + "1109 NETRAL \n", + "2107 NETRAL \n", + "169 NETRAL \n", + "93 NETRAL \n", + "1723 NETRAL \n", + "2556 NETRAL \n", + "574 NEGATIF \n", + "2874 NETRAL \n", + "879 POSITIF " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Pastikan X_test adalah Series untuk bisa menggunakan index dengan boolean mask\n", + "X_test_series = pd.Series(X_test, index=y_test.index)\n", + "\n", + "error_mask = y_test != y_pred_test\n", + "error_df = pd.DataFrame({\n", + " 'text_bersih': X_test_series[error_mask],\n", + " 'label_aktual': y_test[error_mask],\n", + " 'label_prediksi': pd.Series(y_pred_test, index=y_test.index)[error_mask]\n", + "})\n", + "\n", + "print(\"Contoh Kesalahan Klasifikasi (10 sampel acak):\")\n", + "display(error_df.sample(min(10, len(error_df)), random_state=SEED))" + ] + }, + { + "cell_type": "markdown", + "id": "9bf913a4", + "metadata": { + "papermill": { + "duration": 0.01436, + "end_time": "2025-08-17T11:26:22.814503", + "exception": false, + "start_time": "2025-08-17T11:26:22.800143", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "### 16. Interpretabilitas (Fitur Penting)\n", + "\n", + "Untuk model **NearestCentroid**, kita tidak melihat koefisien seperti pada model linear. Sebaliknya, kita dapat menginspeksi **centroid (pusat)** dari masing-masing kelas sentimen. Nilai fitur (kata/n-gram) yang tinggi di dalam sebuah centroid menunjukkan bahwa kata tersebut memiliki skor TF-IDF rata-rata yang tinggi untuk kelas tersebut, menjadikannya kata yang representatif." + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "2c9846e3", + "metadata": { + "execution": { + "iopub.execute_input": "2025-08-17T11:26:22.846092Z", + "iopub.status.busy": "2025-08-17T11:26:22.845735Z", + "iopub.status.idle": "2025-08-17T11:26:23.977928Z", + "shell.execute_reply": "2025-08-17T11:26:23.976929Z" + }, + "papermill": { + "duration": 1.150865, + "end_time": "2025-08-17T11:26:23.980166", + "exception": false, + "start_time": "2025-08-17T11:26:22.829301", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Pastikan numpy dan matplotlib.pyplot sudah diimpor\n", + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "import seaborn as sns\n", + "\n", + "# Mengambil nama fitur dari langkah TF-IDF\n", + "tfidf_features = best_model.named_steps['tfidf'].get_feature_names_out()\n", + "\n", + "# MENGGANTI .coef_ MENJADI .centroids_\n", + "# Ini adalah perubahan kunci. Kita mengambil pusat (centroid) dari setiap kelas.\n", + "centroids = best_model.named_steps['clf'].centroids_\n", + "\n", + "# Proses plotting tetap sama, hanya sumber datanya yang berubah\n", + "fig, axes = plt.subplots(1, 3, figsize=(20, 6))\n", + "fig.suptitle('Top 15 Fitur Representatif per Kelas Sentimen (dari Centroid)', fontsize=16)\n", + "\n", + "for i, label in enumerate(best_model.classes_):\n", + " # Mengambil centroid untuk kelas saat ini\n", + " class_centroid = centroids[i]\n", + " \n", + " # Mengambil indeks dari 15 fitur dengan nilai tertinggi di dalam centroid\n", + " top_features_indices = np.argsort(class_centroid)[-15:]\n", + " \n", + " # Mengambil nama fitur dan nilainya\n", + " top_features = tfidf_features[top_features_indices]\n", + " top_feature_values = class_centroid[top_features_indices]\n", + " \n", + " ax = axes[i]\n", + " ax.barh(top_features, top_feature_values, color=sns.color_palette(\"viridis\", 15))\n", + " ax.set_title(f'Sentimen: {label}')\n", + " ax.set_xlabel('Rata-rata Skor TF-IDF dalam Centroid')\n", + " ax.invert_yaxis() # Tampilkan fitur teratas di paling atas\n", + "\n", + "plt.tight_layout(rect=[0, 0, 1, 0.96])\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "fd67ee5c", + "metadata": { + "papermill": { + "duration": 0.016247, + "end_time": "2025-08-17T11:26:24.013758", + "exception": false, + "start_time": "2025-08-17T11:26:23.997511", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "### 17. Simpan Artefak\n", + "\n", + "Langkah terakhir di bagian ini adalah menyimpan semua artefak yang relevan agar hasil dapat direproduksi dan model dapat digunakan kembali di masa depan.\n", + "\n", + "- **Pipeline Model**: Pipeline TF-IDF + LinearSVC yang sudah terlatih.\n", + "- **Dataset Bersih**: Dataset final setelah preprocessing dan deduplikasi.\n", + "- **Metadata**: Informasi penting tentang proses (versi pustaka, seed, dll)." + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "27641ea8", + "metadata": { + "execution": { + "iopub.execute_input": "2025-08-17T11:26:24.048501Z", + "iopub.status.busy": "2025-08-17T11:26:24.048145Z", + "iopub.status.idle": "2025-08-17T11:26:24.159887Z", + "shell.execute_reply": "2025-08-17T11:26:24.158673Z" + }, + "papermill": { + "duration": 0.131831, + "end_time": "2025-08-17T11:26:24.161868", + "exception": false, + "start_time": "2025-08-17T11:26:24.030037", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Pipeline model tersimpan di artefak/sentimen_tfidf_linearsvc.pkl\n", + "Dataset bersih tersimpan di artefak/dataset_clean.csv\n", + "Metadata tersimpan di artefak/run_metadata.json\n" + ] + } + ], + "source": [ + "# 1. Simpan pipeline model\n", + "joblib.dump(best_model, 'artefak/sentimen_tfidf_linearsvc.pkl')\n", + "print(\"Pipeline model tersimpan di artefak/sentimen_tfidf_linearsvc.pkl\")\n", + "\n", + "# 2. Simpan dataset bersih\n", + "df_final.to_csv('artefak/dataset_clean.csv', index=False)\n", + "print(\"Dataset bersih tersimpan di artefak/dataset_clean.csv\")\n", + "\n", + "# 3. Simpan metadata\n", + "run_metadata = {\n", + " 'seed': SEED,\n", + " 'library_versions': {\n", + " 'pandas': pd.__version__,\n", + " 'sklearn': sklearn.__version__,\n", + " 'gensim': gensim.__version__\n", + " },\n", + " 'dataset_size': {\n", + " 'initial': len(df_raw),\n", + " 'after_cleaning': len(df_clean),\n", + " 'final_dedup': len(df_final)\n", + " },\n", + " 'split_size': {\n", + " 'train': len(X_train),\n", + " 'validation': len(X_val),\n", + " 'test': len(X_test)\n", + " },\n", + " 'best_model_params': grid_search.best_params_,\n", + " 'best_cv_f1_macro': grid_search.best_score_\n", + "}\n", + "\n", + "with open('artefak/run_metadata.json', 'w') as f:\n", + " json.dump(run_metadata, f, indent=4)\n", + "print(\"Metadata tersimpan di artefak/run_metadata.json\")" + ] + }, + { + "cell_type": "markdown", + "id": "e94cb646", + "metadata": { + "papermill": { + "duration": 0.016377, + "end_time": "2025-08-17T11:26:24.195679", + "exception": false, + "start_time": "2025-08-17T11:26:24.179302", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "---" + ] + }, + { + "cell_type": "markdown", + "id": "06f1b8df", + "metadata": { + "papermill": { + "duration": 0.016824, + "end_time": "2025-08-17T11:26:24.228792", + "exception": false, + "start_time": "2025-08-17T11:26:24.211968", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "## Bagian II: Pemodelan Topik (Unsupervised LDA)" + ] + }, + { + "cell_type": "markdown", + "id": "333b88c8", + "metadata": { + "papermill": { + "duration": 0.016522, + "end_time": "2025-08-17T11:26:24.261921", + "exception": false, + "start_time": "2025-08-17T11:26:24.245399", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "### 18. Persiapan Korpus LDA\n", + "\n", + "Untuk LDA, kita memerlukan representasi data yang sedikit berbeda. Kita akan menggunakan seluruh korpus teks bersih (`text_bersih`) untuk membangun:\n", + "\n", + "- **Token**: Memecah setiap ulasan menjadi daftar kata-kata.\n", + "- **Kamus (Dictionary)**: Pemetaan unik dari setiap kata ke sebuah ID.\n", + "- **Korpus (Bag-of-Words)**: Representasi setiap dokumen sebagai daftar pasangan (ID kata, frekuensi).\n", + "\n", + "Kita juga akan melakukan penyaringan untuk menghapus kata-kata yang terlalu jarang atau terlalu sering muncul, yang biasanya tidak informatif untuk pemodelan topik." + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "a138a96f", + "metadata": { + "execution": { + "iopub.execute_input": "2025-08-17T11:26:24.296994Z", + "iopub.status.busy": "2025-08-17T11:26:24.296620Z", + "iopub.status.idle": "2025-08-17T11:26:24.391730Z", + "shell.execute_reply": "2025-08-17T11:26:24.390600Z" + }, + "papermill": { + "duration": 0.115076, + "end_time": "2025-08-17T11:26:24.393421", + "exception": false, + "start_time": "2025-08-17T11:26:24.278345", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Mempersiapkan korpus untuk LDA...\n", + "Jumlah dokumen valid untuk LDA (setelah filter < 3 token): 2741\n", + "Ukuran kamus setelah filtering: 970\n", + "Persiapan korpus selesai.\n" + ] + } + ], + "source": [ + "print(\"Mempersiapkan korpus untuk LDA...\")\n", + "# 1. Tokenisasi teks\n", + "texts_for_lda = [doc.split() for doc in df_final['text_bersih']]\n", + "\n", + "# Filter dokumen yang terlalu pendek\n", + "texts_for_lda_filtered = [text for text in texts_for_lda if len(text) >= 3]\n", + "print(f\"Jumlah dokumen valid untuk LDA (setelah filter < 3 token): {len(texts_for_lda_filtered)}\")\n", + "\n", + "# 2. Bangun Kamus\n", + "dictionary = Dictionary(texts_for_lda_filtered)\n", + "\n", + "# 3. Filter kata ekstrem\n", + "dictionary.filter_extremes(no_below=5, no_above=0.5) # Kata harus muncul min 5 kali, maks di 50% dokumen\n", + "print(f\"Ukuran kamus setelah filtering: {len(dictionary)}\")\n", + "\n", + "# 4. Bangun Korpus (Bag-of-Words)\n", + "corpus = [dictionary.doc2bow(text) for text in texts_for_lda_filtered]\n", + "\n", + "print(\"Persiapan korpus selesai.\")" + ] + }, + { + "cell_type": "markdown", + "id": "3c1f2f50", + "metadata": { + "papermill": { + "duration": 0.016668, + "end_time": "2025-08-17T11:26:24.426726", + "exception": false, + "start_time": "2025-08-17T11:26:24.410058", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "### 19. Pencarian Jumlah Topik Optimal (Coherence c_v)\n", + "\n", + "Menentukan jumlah topik (k) yang tepat adalah langkah krusial dalam LDA. Kita akan menguji beberapa nilai `k` dan menghitung **Coherence Score (c_v)** untuk masing-masing. Skor koherensi yang lebih tinggi menunjukkan bahwa kata-kata dalam topik yang dihasilkan lebih relevan secara semantik satu sama lain. Kita akan memilih `k` yang memberikan skor koherensi tertinggi." + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "3ed7ce34", + "metadata": { + "execution": { + "iopub.execute_input": "2025-08-17T11:26:24.462233Z", + "iopub.status.busy": "2025-08-17T11:26:24.461852Z", + "iopub.status.idle": "2025-08-17T11:27:28.063005Z", + "shell.execute_reply": "2025-08-17T11:27:28.061908Z" + }, + "papermill": { + "duration": 63.621979, + "end_time": "2025-08-17T11:27:28.065539", + "exception": false, + "start_time": "2025-08-17T11:26:24.443560", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Mencari jumlah topik optimal dengan Coherence Score (c_v)...\n" + ] + }, + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "fcb5658587734a2a813f8d791d443079", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + " 0%| | 0/6 [00:00" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Jumlah topik optimal yang ditemukan: k = 12\n" + ] + } + ], + "source": [ + "coherence_values = []\n", + "model_list = []\n", + "k_values = range(4, 16, 2) # Uji k dari 4 hingga 14 dengan step 2\n", + "\n", + "print(\"Mencari jumlah topik optimal dengan Coherence Score (c_v)...\")\n", + "for k in tqdm(k_values):\n", + " lda_model = LdaMulticore(corpus=corpus, id2word=dictionary, num_topics=k, random_state=SEED, passes=10, workers=os.cpu_count()-1)\n", + " model_list.append(lda_model)\n", + " \n", + " coherence_model_lda = CoherenceModel(model=lda_model, texts=texts_for_lda_filtered, dictionary=dictionary, coherence='c_v')\n", + " coherence_values.append(coherence_model_lda.get_coherence())\n", + "\n", + "# Plot hasil\n", + "plt.figure(figsize=(10, 6))\n", + "plt.plot(k_values, coherence_values, marker='o')\n", + "plt.title('Coherence Scores untuk Berbagai Jumlah Topik (k)')\n", + "plt.xlabel('Jumlah Topik (k)')\n", + "plt.ylabel('Coherence Score (c_v)')\n", + "plt.xticks(k_values)\n", + "plt.grid(True)\n", + "plt.show()\n", + "\n", + "# Pilih k terbaik\n", + "best_k_index = np.argmax(coherence_values)\n", + "optimal_k = k_values[best_k_index]\n", + "optimal_model = model_list[best_k_index]\n", + "\n", + "print(f\"\\nJumlah topik optimal yang ditemukan: k = {optimal_k}\")" + ] + }, + { + "cell_type": "markdown", + "id": "47b4f14c", + "metadata": { + "papermill": { + "duration": 0.017257, + "end_time": "2025-08-17T11:27:28.100745", + "exception": false, + "start_time": "2025-08-17T11:27:28.083488", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "### 20. Fit Model LDA Terbaik & Visualisasi\n", + "\n", + "Setelah menemukan jumlah topik optimal, kita akan melatih model LDA final dengan nilai `k` tersebut. Kemudian, kita akan mencetak kata kunci utama untuk setiap topik dan membuat visualisasi interaktif menggunakan `pyLDAvis` untuk membantu interpretasi." + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "8f191330", + "metadata": { + "execution": { + "iopub.execute_input": "2025-08-17T11:27:28.138288Z", + "iopub.status.busy": "2025-08-17T11:27:28.137178Z", + "iopub.status.idle": "2025-08-17T11:27:29.310296Z", + "shell.execute_reply": "2025-08-17T11:27:29.309401Z" + }, + "papermill": { + "duration": 1.195484, + "end_time": "2025-08-17T11:27:29.313717", + "exception": false, + "start_time": "2025-08-17T11:27:28.118233", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Menampilkan 12 kata kunci teratas untuk 12 topik:\n", + "Topik #1: bersih | awat | sangat | baik | tempat | sejarah | jaga | bangun | ramah | gedung | parkir | perlu\n", + "Topik #2: bangun | belanda | sejarah | jaman | tinggal | lawang | kokoh | sewu | sangat | jadi | arsitektur | bagus\n", + "Topik #3: sewu | lawang | kalau | jadi | masuk | tiket | buat | hari | kesana | parkir | tahu | banyak\n", + "Topik #4: sejarah | tempat | bagus | foto | buat | wisata | anak | indonesia | ajar | cocok | kereta | banyak\n", + "Topik #5: foto | banyak | kalau | masuk | bagus | jadi | malam | tempat | sini | bawah | tiket | lokasi\n", + "Topik #6: tiket | masuk | pandu | wisata | sejarah | dewasa | parkir | tempat | harga | pakai | anak | guide\n", + "Topik #7: lawang | sewu | pintu | banyak | sejarah | gedung | bangun | wisata | semarang | ribu | lebih | kali\n", + "Topik #8: tempat | bersih | toilet | makan | sejarah | jual | cukup | beberapa | parkir | orang | penuh | bagus\n", + "Topik #9: bagus | banget | tempat | bersih | jadi | makin | lebih | kesini | pas | kalau | keren | jalan\n", + "Topik #10: place | building | historical | bagus | history | visit | this | kamu | semarang | about | that | architecture\n", + "Topik #11: kereta | api | indonesia | kantor | bangun | museum | sejarah | belanda | kai | tempat | bagai | gedung\n", + "Topik #12: semarang | kota | tempat | sejarah | wisata | kunjung | salah | satu | tengah | wajib | parkir | bangun\n", + "\n", + "Menyiapkan visualisasi pyLDAvis...\n", + "Visualisasi tersimpan di artefak/lda_topics.html\n" + ] + }, + { + "data": { + "text/html": [ + "\n", + "\n", + "\n", + "\n", + "
\n", + "" + ], + "text/plain": [ + "PreparedData(topic_coordinates= x y topics cluster Freq\n", + "topic \n", + "4 0.23 0.05 1 1 13.80\n", + "5 0.15 0.00 2 1 10.13\n", + "2 0.12 -0.08 3 1 9.74\n", + "6 -0.03 -0.15 4 1 8.87\n", + "11 -0.12 0.12 5 1 8.66\n", + "3 -0.27 0.10 6 1 8.61\n", + "1 -0.17 -0.06 7 1 8.32\n", + "9 0.17 -0.43 8 1 7.19\n", + "8 0.17 0.18 9 1 6.72\n", + "7 0.04 0.17 10 1 6.66\n", + "0 -0.06 0.27 11 1 5.96\n", + "10 -0.24 -0.18 12 1 5.35, topic_info= Term Freq Total Category logprob loglift\n", + "6 lawang 612.00 612.00 Default 30.00 30.00\n", + "7 semarang 485.00 485.00 Default 29.00 29.00\n", + "8 sewu 606.00 606.00 Default 28.00 28.00\n", + "0 sejarah 953.00 953.00 Default 27.00 27.00\n", + "1 tempat 935.00 935.00 Default 26.00 26.00\n", + ".. ... ... ... ... ... ...\n", + "1 tempat 30.42 935.06 Topic12 -4.11 -0.50\n", + "6 lawang 25.49 612.58 Topic12 -4.29 -0.25\n", + "7 semarang 22.45 485.66 Topic12 -4.42 -0.15\n", + "87 jadi 17.96 378.47 Topic12 -4.64 -0.12\n", + "120 banyak 17.23 442.16 Topic12 -4.68 -0.32\n", + "\n", + "[710 rows x 6 columns], token_table= Topic Freq Term\n", + "term \n", + "740 1 0.35 abis\n", + "740 5 0.35 abis\n", + "427 8 0.95 about\n", + "889 3 0.17 ac\n", + "889 7 0.69 ac\n", + "... ... ... ...\n", + "79 4 0.02 zaman\n", + "79 5 0.09 zaman\n", + "79 7 0.67 zaman\n", + "79 10 0.02 zaman\n", + "79 11 0.11 zaman\n", + "\n", + "[2281 rows x 3 columns], R=30, lambda_step=0.01, plot_opts={'xlab': 'PC1', 'ylab': 'PC2'}, topic_order=[5, 6, 3, 7, 12, 4, 2, 10, 9, 8, 1, 11])" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "print(f\"Menampilkan 12 kata kunci teratas untuk {optimal_k} topik:\")\n", + "topics = optimal_model.show_topics(num_topics=optimal_k, num_words=12, formatted=False)\n", + "for topic_id, topic in topics:\n", + " print(f\"Topik #{topic_id + 1}: {' | '.join([word for word, prop in topic])}\")\n", + "\n", + "# Visualisasi interaktif pyLDAvis\n", + "print(\"\\nMenyiapkan visualisasi pyLDAvis...\")\n", + "pyLDAvis.enable_notebook()\n", + "vis = gensimvis.prepare(optimal_model, corpus, dictionary, mds='mmds')\n", + "pyLDAvis.save_html(vis, 'artefak/lda_topics.html')\n", + "print(\"Visualisasi tersimpan di artefak/lda_topics.html\")\n", + "vis" + ] + }, + { + "cell_type": "markdown", + "id": "27a684c8", + "metadata": { + "papermill": { + "duration": 0.020328, + "end_time": "2025-08-17T11:27:29.355195", + "exception": false, + "start_time": "2025-08-17T11:27:29.334867", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "### 21. Integrasi Sentimen × Topik\n", + "\n", + "Untuk mendapatkan wawasan yang lebih dalam, kita akan menggabungkan hasil analisis sentimen dengan pemodelan topik. Caranya adalah dengan menentukan topik dominan untuk setiap ulasan, lalu membuat tabulasi silang (*crosstab*) untuk melihat proporsi sentimen di setiap topik. Ini akan membantu kita mengidentifikasi topik mana yang paling sering mendapat ulasan negatif." + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "ecac0fb2", + "metadata": { + "execution": { + "iopub.execute_input": "2025-08-17T11:27:29.397714Z", + "iopub.status.busy": "2025-08-17T11:27:29.397363Z", + "iopub.status.idle": "2025-08-17T11:27:30.547241Z", + "shell.execute_reply": "2025-08-17T11:27:30.546246Z" + }, + "papermill": { + "duration": 1.173323, + "end_time": "2025-08-17T11:27:30.548912", + "exception": false, + "start_time": "2025-08-17T11:27:29.375589", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Contoh hasil penentuan topik dominan:\n" + ] + }, + { + "data": { + "text/html": [ + "
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" + ], + "text/plain": [ + "label NEGATIF NETRAL POSITIF\n", + "topik_dominan \n", + "0 14.70 4.10 81.20\n", + "1 3.60 16.00 80.40\n", + "2 30.20 17.20 52.70\n", + "3 1.70 7.60 90.70\n", + "4 25.10 17.50 57.30\n", + "5 19.20 18.30 62.40\n", + "6 7.20 29.60 63.20\n", + "7 16.30 12.00 71.70\n", + "8 18.10 5.50 76.40\n", + "9 14.70 15.90 69.40\n", + "10 8.90 45.60 45.60\n", + "11 5.50 19.60 74.90" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Kita perlu mencocokkan kembali data yang digunakan untuk LDA dengan dataframe asli\n", + "df_for_integration = df_final[df_final['text_bersih'].apply(lambda x: len(x.split()) >= 3)].copy()\n", + "\n", + "def get_dominant_topic(doc_bow):\n", + " topic_probs = optimal_model.get_document_topics(doc_bow, minimum_probability=0.0)\n", + " dominant_topic = sorted(topic_probs, key=lambda x: x[1], reverse=True)[0][0]\n", + " return dominant_topic\n", + "\n", + "df_for_integration['topik_dominan'] = [get_dominant_topic(doc) for doc in corpus]\n", + "\n", + "print(\"Contoh hasil penentuan topik dominan:\")\n", + "display(df_for_integration[['text_bersih', 'label', 'topik_dominan']].head())\n", + "\n", + "# Buat tabulasi silang\n", + "topic_sentiment_crosstab = pd.crosstab(\n", + " index=df_for_integration['topik_dominan'],\n", + " columns=df_for_integration['label'],\n", + " normalize='index' # Normalisasi per baris (topik)\n", + ")\n", + "\n", + "topic_sentiment_crosstab = topic_sentiment_crosstab.multiply(100).round(1)\n", + "\n", + "print(\"\\nProporsi Sentimen per Topik Dominan (%):\")\n", + "display(topic_sentiment_crosstab)\n", + "\n", + "# Visualisasi heatmap\n", + "plt.figure(figsize=(12, 7))\n", + "sns.heatmap(topic_sentiment_crosstab, annot=True, cmap='coolwarm', fmt='.1f')\n", + "plt.title('Heatmap Proporsi Sentimen per Topik')\n", + "plt.xlabel('Sentimen')\n", + "plt.ylabel('Topik Dominan')\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "9baa53f5", + "metadata": { + "papermill": { + "duration": 0.021698, + "end_time": "2025-08-17T11:27:30.594371", + "exception": false, + "start_time": "2025-08-17T11:27:30.572673", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "**Temuan:**\n", + "- Heatmap ini secara visual menyoroti topik mana yang paling banyak mendapat sentimen negatif.\n", + "- Misalnya, jika Topik #3 (yang mungkin tentang *fasilitas*) memiliki persentase `NEGATIF` yang tinggi, ini menjadi kandidat kuat untuk rekomendasi perbaikan." + ] + }, + { + "cell_type": "markdown", + "id": "05f823d5", + "metadata": { + "papermill": { + "duration": 0.021269, + "end_time": "2025-08-17T11:27:30.637895", + "exception": false, + "start_time": "2025-08-17T11:27:30.616626", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "---" + ] + }, + { + "cell_type": "markdown", + "id": "0b042d36", + "metadata": { + "papermill": { + "duration": 0.020963, + "end_time": "2025-08-17T11:27:30.680038", + "exception": false, + "start_time": "2025-08-17T11:27:30.659075", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "## Bagian III: Laporan & Rekomendasi" + ] + }, + { + "cell_type": "markdown", + "id": "77ea628b", + "metadata": { + "papermill": { + "duration": 0.021002, + "end_time": "2025-08-17T11:27:30.722336", + "exception": false, + "start_time": "2025-08-17T11:27:30.701334", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "### 24. Visualisasi Ringkasan\n", + "\n", + "Berikut adalah rangkuman visual dari temuan utama penelitian." + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "392267a6", + "metadata": { + "execution": { + "iopub.execute_input": "2025-08-17T11:27:30.767383Z", + "iopub.status.busy": "2025-08-17T11:27:30.766435Z", + "iopub.status.idle": "2025-08-17T11:27:31.475135Z", + "shell.execute_reply": "2025-08-17T11:27:31.474175Z" + }, + "papermill": { + "duration": 0.733048, + "end_time": "2025-08-17T11:27:31.476891", + "exception": false, + "start_time": "2025-08-17T11:27:30.743843", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, axes = plt.subplots(1, 2, figsize=(16, 6))\n", + "\n", + "# 1. Confusion Matrix\n", + "sns.heatmap(cm, annot=True, fmt='d', cmap='Blues', \n", + " xticklabels=best_model.classes_, yticklabels=best_model.classes_, ax=axes[0])\n", + "axes[0].set_title('Confusion Matrix pada Data Uji')\n", + "axes[0].set_xlabel('Prediksi')\n", + "axes[0].set_ylabel('Aktual')\n", + "\n", + "# 2. Topik Paling Negatif\n", + "topic_sentiment_crosstab['NEGATIF'].sort_values(ascending=False).plot(kind='barh', ax=axes[1],\n", + " color='salmon')\n", + "axes[1].set_title('Topik dengan Persentase Ulasan Negatif Tertinggi')\n", + "axes[1].set_xlabel('Persentase Ulasan Negatif (%)')\n", + "axes[1].set_ylabel('ID Topik')\n", + "\n", + "plt.tight_layout()\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "919d2ebb", + "metadata": { + "papermill": { + "duration": 0.023686, + "end_time": "2025-08-17T11:27:31.524203", + "exception": false, + "start_time": "2025-08-17T11:27:31.500517", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "### 25. Rekomendasi untuk Pengelola\n", + "\n", + "Berdasarkan analisis sentimen dan topik, berikut adalah 3-5 rekomendasi *actionable* untuk pengelola Lawang Sewu.\n", + "\n", + "*(Catatan: Rekomendasi ini bersifat ilustratif. Anda perlu menginterpretasikan topik sebenarnya dari kata kunci dan contoh ulasan untuk membuat rekomendasi yang akurat).*\n", + "\n", + "**Asumsi Interpretasi Topik:**\n", + "- **Topik A (Paling Negatif):** Tentang `tiket`, `harga`, `parkir`, `mahal` -> **Aspek Harga & Parkir**\n", + "- **Topik B (Cukup Negatif):** Tentang `panas`, `toilet`, `bersih`, `antre` -> **Aspek Fasilitas & Kebersihan**\n", + "- **Topik C (Paling Positif):** Tentang `sejarah`, `bangunan`, `pemandu`, `bagus` -> **Aspek Edukasi & Arsitektur**\n", + "\n", + "--- \n", + "\n", + "| Rekomendasi | Topik Terkait (Bukti Data) | Prioritas | Dampak yang Diharapkan |\n", + "| :--------------------------------------------------------------------------------- | :------------------------------ | :-------- | :------------------------------------------------------- |\n", + "| **1. Tinjau Ulang dan Transparansikan Struktur Harga Tiket & Parkir.** | Topik A (Harga & Parkir) | **Tinggi** | Mengurangi keluhan utama, meningkatkan persepsi nilai. |\n", + "| *Contoh Ulasan Negatif: \"Parkirnya mahal banget, tiket masuk juga tidak sebanding.\"* | | | |\n", + "| **2. Tingkatkan Kebersihan dan Manajemen Fasilitas Umum (terutama Toilet).** | Topik B (Fasilitas & Kebersihan)| **Tinggi** | Meningkatkan kenyamanan pengunjung secara signifikan. |\n", + "| *Contoh Ulasan Negatif: \"Tempatnya bagus tapi sayang toiletnya kotor dan bau.\"* | | | |\n", + "| **3. Perkuat dan Promosikan Aspek Edukasi Sejarah dan Tur dengan Pemandu.** | Topik C (Edukasi & Arsitektur) | Sedang | Memanfaatkan kekuatan utama untuk menarik segmen baru. |\n", + "| *Contoh Ulasan Positif: \"Sangat edukatif, pemandunya menjelaskan sejarah dengan baik.\"* | | | |" + ] + }, + { + "cell_type": "markdown", + "id": "8b27a1d4", + "metadata": { + "papermill": { + "duration": 0.022137, + "end_time": "2025-08-17T11:27:31.569642", + "exception": false, + "start_time": "2025-08-17T11:27:31.547505", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "### 26. Keterbatasan & Pekerjaan Lanjutan\n", + "\n", + "**Keterbatasan:**\n", + "- **Domain Tunggal:** Model ini spesifik untuk ulasan Lawang Sewu dan mungkin tidak dapat digeneralisasi ke destinasi lain.\n", + "- **Bahasa Campuran & Sarkasme:** Model berbasis TF-IDF kesulitan menangani ulasan yang menggunakan campuran bahasa (Indonesia-Inggris) atau mengandung sarkasme/ironi.\n", + "- **Ukuran Data:** Meskipun 3.500 ulasan cukup baik, dataset yang lebih besar dapat meningkatkan robustisitas model.\n", + "- **Ketergantungan TF-IDF:** Representasi fitur ini tidak menangkap makna semantik atau urutan kata secara mendalam.\n", + "\n", + "**Pekerjaan Lanjutan:**\n", + "- **Aspect-Based Sentiment Analysis (ABSA):** Menganalisis sentimen untuk setiap aspek spesifik dalam satu ulasan (misal: \"parkir (negatif), bangunan (positif)\").\n", + "- **Fine-tuning Model Bahasa:** Menggunakan model Transformer seperti IndoBERT atau BERT-large yang di-*fine-tune* pada dataset ini untuk performa yang lebih tinggi.\n", + "- **Deteksi Sarkasme:** Mengembangkan model khusus untuk mengidentifikasi sarkasme, yang dapat meningkatkan akurasi klasifikasi sentimen.\n", + "- **Active Learning:** Menggunakan model saat ini untuk mengidentifikasi ulasan yang paling ambigu, lalu melabelinya secara manual untuk memperkaya dataset secara efisien." + ] + }, + { + "cell_type": "markdown", + "id": "99e137da", + "metadata": { + "papermill": { + "duration": 0.023487, + "end_time": "2025-08-17T11:27:31.616397", + "exception": false, + "start_time": "2025-08-17T11:27:31.592910", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "### 27. Lampiran\n", + "\n", + "**Skema Folder Proyek:**\n", + "```\n", + "lawang_sewu_analysis/\n", + "├── artefak/ # Folder untuk output model, data, dan visualisasi\n", + "│ ├── sentimen_tfidf_linearsvc.pkl\n", + "│ ├── dataset_clean.csv\n", + "│ ├── run_metadata.json\n", + "│ └── lda_topics.html\n", + "├── data/ # Folder untuk data mentah\n", + "│ └── LabeledLawangSewuReviewData.xlsx\n", + "└── Analisis_Sentimen_Lawang_Sewu.ipynb # Notebook utama ini\n", + "```\n", + "\n", + "**Spesifikasi & Versi Pustaka:**\n", + "- Lihat output dari sel kode di **Bagian 4** untuk detail versi pustaka yang digunakan dalam proses ini." + ] + } + ], + "metadata": { + "kaggle": { + "accelerator": "none", + "dataSources": [ + { + "databundleVersionId": 13391852, + "datasetId": 8072163, + "sourceId": 12769034, + "sourceType": "datasetVersion" + } + ], + "dockerImageVersionId": 31089, + "isGpuEnabled": false, + "isInternetEnabled": true, + "language": "python", + "sourceType": "notebook" + }, + "kernelspec": { 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zWM=*ZhdMkjA9z(0tHF6LaPG#8cVZiSwpV0i2^EK9e{Vbw9Bi88kzSnhm`=oeVQdcb d$3{-5EB&3wWsb_eH9=x|@{N;cEpIvH{{Ycq`^5kN literal 0 HcmV?d00001 diff --git a/scraper/scraping_pipeline.py b/scraper/scraping_pipeline.py index 11d6cc8..b467a4b 100644 --- a/scraper/scraping_pipeline.py +++ b/scraper/scraping_pipeline.py @@ -114,7 +114,7 @@ def db_config(): "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", "analisis_sentimen"), + "database": env_value(env, "DB_DATABASE", "sistem_analisis"), "user": env_value(env, "DB_USERNAME", "root"), "password": env_value(env, "DB_PASSWORD", ""), } @@ -768,7 +768,6 @@ def find_reviews_scroll_container(driver, wait): def scrape_with_selenium(cursor, conn, periode_id, start_date, end_date, config, destinations): - from selenium.webdriver.common.by import By from selenium.webdriver.support import expected_conditions as EC from selenium.webdriver.support.ui import WebDriverWait diff --git a/scraper/train_model.py b/scraper/train_model.py new file mode 100644 index 0000000..110de8d --- /dev/null +++ b/scraper/train_model.py @@ -0,0 +1,151 @@ +import pandas as pd +import re +import nltk +import pickle + +from Sastrawi.Stemmer.StemmerFactory import StemmerFactory +from nltk.corpus import stopwords + +# Download stopword nltk +nltk.download('stopwords') + +# ========================= +# LOAD DATASET +# ========================= + +df = pd.read_excel('dataset/Labeled_LawangSewu_ReviewData.xlsx') + +# Ambil kolom penting +df = df[['Text', 'Label']] + +# Rename kolom +df.columns = ['review', 'label'] + +# Lowercase label +df['label'] = df['label'].str.lower() + +# Hapus label tidak relevan +df = df[df['label'] != 'tidak relevan'] + +# Hapus data kosong +df = df.dropna() + +# Hapus duplicate +df = df.drop_duplicates(subset=['review']) + +# ========================= +# PREPROCESSING +# ========================= + +# Stopword Indonesia +stop_words = set(stopwords.words('indonesian')) + +# Stemmer Indonesia +factory = StemmerFactory() +stemmer = factory.create_stemmer() + +def preprocess_text(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) + +# Terapkan preprocessing +df['clean_review'] = df['review'].apply(preprocess_text) + +# ========================= +# HASIL +# ========================= + +print(df[['review', 'clean_review', 'label']].head()) + +from sklearn.model_selection import train_test_split +from sklearn.feature_extraction.text import TfidfVectorizer +from sklearn.naive_bayes import MultinomialNB +from sklearn.metrics import classification_report, accuracy_score + +# ========================= +# TF-IDF +# ========================= + +X = df['clean_review'] +y = df['label'] + +tfidf = TfidfVectorizer( + max_features=5000, + ngram_range=(1,2), + min_df=3, + max_df=0.9, + sublinear_tf=True +) + +X_tfidf = tfidf.fit_transform(X) + +# ========================= +# SPLIT DATA +# ========================= + +X_train, X_test, y_train, y_test = train_test_split( + X_tfidf, + y, + test_size=0.2, + random_state=42, + stratify=y +) + +# ========================= +# TRAIN MODEL +# ========================= + +model = MultinomialNB(fit_prior=False) + +model.fit(X_train, y_train) + +# ========================= +# PREDIKSI +# ========================= + +y_pred = model.predict(X_test) + +# ========================= +# EVALUASI +# ========================= + +accuracy = accuracy_score(y_test, y_pred) + +print("\n=== HASIL EVALUASI MODEL ===") +print(f"Akurasi: {accuracy:.4f}") + +print("\nClassification Report:") +print(classification_report(y_test, y_pred)) + +# ========================= +# SIMPAN MODEL +# ========================= + +with open('model/model_sentiment.pkl', 'wb') as file: + pickle.dump(model, file) + +with open('model/tfidf_vectorizer.pkl', 'wb') as file: + pickle.dump(tfidf, file) + +print("\nModel berhasil disimpan!") \ No newline at end of file diff --git a/storage/framework/views/.gitignore b/storage/framework/views/.gitignore deleted file mode 100644 index d6b7ef3..0000000 --- a/storage/framework/views/.gitignore +++ /dev/null @@ -1,2 +0,0 @@ -* -!.gitignore diff --git a/storage/framework/views/01393f9a13853138207ac2c39f957ff5.php b/storage/framework/views/01393f9a13853138207ac2c39f957ff5.php new file mode 100644 index 0000000..d7af217 --- /dev/null +++ b/storage/framework/views/01393f9a13853138207ac2c39f957ff5.php @@ -0,0 +1,12 @@ +<svg + xmlns="http://www.w3.org/2000/svg" + fill="none" + viewBox="0 0 24 24" + stroke-width="1.5" + stroke="currentColor" + <?php echo e($attributes); ?> + +> + <path stroke-linecap="round" stroke-linejoin="round" d="M21.752 15.002A9.718 9.718 0 0118 15.75c-5.385 0-9.75-4.365-9.75-9.75 0-1.33.266-2.597.748-3.752A9.753 9.753 0 003 11.25C3 16.635 7.365 21 12.75 21a9.753 9.753 0 009.002-5.998z" /> +</svg> +<?php /**PATH C:\laragon\www\SistemAnalisisSentimen\vendor\laravel\framework\src\Illuminate\Foundation\Providers/../resources/exceptions/renderer/components/icons/moon.blade.php ENDPATH**/ ?> \ No newline at end of file diff --git a/storage/framework/views/02255f5465ee3f0b00b21396f74d58e8.php b/storage/framework/views/02255f5465ee3f0b00b21396f74d58e8.php new file mode 100644 index 0000000..b723f4f --- /dev/null +++ b/storage/framework/views/02255f5465ee3f0b00b21396f74d58e8.php @@ -0,0 +1,51 @@ +<?php if (isset($component)) { $__componentOriginal74daf2d0a9c625ad90327a6043d15980 = $component; } ?> +<?php if (isset($attributes)) { $__attributesOriginal74daf2d0a9c625ad90327a6043d15980 = $attributes; } ?> +<?php $component = Illuminate\View\AnonymousComponent::resolve(['view' => 'laravel-exceptions-renderer::components.card','data' => []] + (isset($attributes) && $attributes instanceof Illuminate\View\ComponentAttributeBag ? $attributes->all() : [])); ?> +<?php $component->withName('laravel-exceptions-renderer::card'); ?> +<?php if ($component->shouldRender()): ?> +<?php $__env->startComponent($component->resolveView(), $component->data()); ?> +<?php if (isset($attributes) && $attributes instanceof Illuminate\View\ComponentAttributeBag): ?> +<?php $attributes = $attributes->except(\Illuminate\View\AnonymousComponent::ignoredParameterNames()); ?> +<?php endif; ?> +<?php $component->withAttributes([]); ?> + <div class="md:flex md:items-center md:justify-between md:gap-2"> + <div class="min-w-0"> + <div class="inline-block rounded-full bg-red-500/20 px-3 py-2 max-w-full text-sm font-bold leading-5 text-red-500 truncate lg:text-base dark:bg-red-500/20"> + <span class="hidden md:inline"> + <?php echo e($exception->class()); ?> + + </span> + <span class="md:hidden"> + <?php echo e(implode(' ', array_slice(explode('\\', $exception->class()), -1))); ?> + + </span> + </div> + <div class="mt-4 text-lg font-semibold text-gray-900 break-words dark:text-white lg:text-2xl"> + <?php echo e($exception->message()); ?> + + </div> + </div> + + <div class="hidden text-right shrink-0 md:block md:min-w-64 md:max-w-80"> + <div> + <span class="inline-block rounded-full bg-gray-200 px-3 py-2 text-sm leading-5 text-gray-900 max-w-full truncate dark:bg-gray-800 dark:text-white"> + <?php echo e($exception->request()->method()); ?> <?php echo e($exception->request()->httpHost()); ?> + + </span> + </div> + <div class="px-4"> + <span class="text-sm text-gray-500 dark:text-gray-400">PHP <?php echo e(PHP_VERSION); ?> — Laravel <?php echo e(app()->version()); ?></span> + </div> + </div> + </div> + <?php echo $__env->renderComponent(); ?> +<?php endif; ?> +<?php if (isset($__attributesOriginal74daf2d0a9c625ad90327a6043d15980)): ?> +<?php $attributes = $__attributesOriginal74daf2d0a9c625ad90327a6043d15980; ?> +<?php unset($__attributesOriginal74daf2d0a9c625ad90327a6043d15980); ?> +<?php endif; ?> +<?php if (isset($__componentOriginal74daf2d0a9c625ad90327a6043d15980)): ?> +<?php $component = $__componentOriginal74daf2d0a9c625ad90327a6043d15980; ?> +<?php unset($__componentOriginal74daf2d0a9c625ad90327a6043d15980); ?> +<?php endif; ?> +<?php /**PATH C:\laragon\www\SistemAnalisisSentimen\vendor\laravel\framework\src\Illuminate\Foundation\Providers/../resources/exceptions/renderer/components/header.blade.php ENDPATH**/ ?> \ No newline at end of file diff --git a/storage/framework/views/0ffbbb43ae44ab9731454b1bcd822cb7.php b/storage/framework/views/0ffbbb43ae44ab9731454b1bcd822cb7.php new file mode 100644 index 0000000..bf6dc5c --- /dev/null +++ b/storage/framework/views/0ffbbb43ae44ab9731454b1bcd822cb7.php @@ -0,0 +1,33 @@ +<?php $__currentLoopData = $exception->frames(); $__env->addLoop($__currentLoopData); foreach($__currentLoopData as $frame): $__env->incrementLoopIndices(); $loop = $__env->getLastLoop(); ?> + <div + class="sm:col-span-2" + x-show="index === <?php echo e($loop->index); ?>" + > + <div class="mb-3"> + <div class="text-md text-gray-500 dark:text-gray-400"> + <div class="mb-2"> + + <?php if(config('app.editor')): ?> + <a href="<?php echo e($frame->editorHref()); ?>" class="text-blue-500 hover:underline"> + <span class="wrap text-gray-900 dark:text-gray-300"><?php echo e($frame->file()); ?></span> + </a> + <?php else: ?> + <span class="wrap text-gray-900 dark:text-gray-300"><?php echo e($frame->file()); ?></span> + <?php endif; ?> + + <span class="font-mono text-xs">:<?php echo e($frame->line()); ?></span> + </div> + </div> + </div> + <div class="pt-4 text-sm text-gray-500 dark:text-gray-400"> + <pre class="h-[32.5rem] rounded-md dark:bg-gray-800 border dark:border-gray-700"><template x-if="true"><code + style="display: none;" + id="frame-<?php echo e($loop->index); ?>" + class="language-php highlightable-code <?php if($loop->index === $exception->defaultFrame()): ?> default-highlightable-code <?php endif; ?> scrollbar-hidden overflow-y-hidden" + data-line-number="<?php echo e($frame->line()); ?>" + data-ln-start-from="<?php echo e(max($frame->line() - 5, 1)); ?>" + ><?php echo e($frame->snippet()); ?></code></template></pre> + </div> + </div> +<?php endforeach; $__env->popLoop(); $loop = $__env->getLastLoop(); ?> +<?php /**PATH C:\laragon\www\SistemAnalisisSentimen\vendor\laravel\framework\src\Illuminate\Foundation\Providers/../resources/exceptions/renderer/components/editor.blade.php ENDPATH**/ ?> \ No newline at end of file diff --git a/storage/framework/views/1cc8f9ec5179878be8cb506988c342cb.php b/storage/framework/views/1cc8f9ec5179878be8cb506988c342cb.php new file mode 100644 index 0000000..fe9937e --- /dev/null +++ b/storage/framework/views/1cc8f9ec5179878be8cb506988c342cb.php @@ -0,0 +1,60 @@ +<?php use \Illuminate\Foundation\Exceptions\Renderer\Renderer; ?> +<!DOCTYPE html> +<html lang="en"> +<head> + <meta charset="utf-8" /> + <meta + name="viewport" + content="width=device-width, initial-scale=1" + /> + + <title><?php echo e(config('app.name', 'Laravel')); ?></title> + + <link rel="icon" type="image/svg+xml" + href="data:image/svg+xml,%3Csvg viewBox='0 -.11376601 49.74245785 51.31690859' xmlns='http://www.w3.org/2000/svg'%3E%3Cpath d='m49.626 11.564a.809.809 0 0 1 .028.209v10.972a.8.8 0 0 1 -.402.694l-9.209 5.302v10.509c0 .286-.152.55-.4.694l-19.223 11.066c-.044.025-.092.041-.14.058-.018.006-.035.017-.054.022a.805.805 0 0 1 -.41 0c-.022-.006-.042-.018-.063-.026-.044-.016-.09-.03-.132-.054l-19.219-11.066a.801.801 0 0 1 -.402-.694v-32.916c0-.072.01-.142.028-.21.006-.023.02-.044.028-.067.015-.042.029-.085.051-.124.015-.026.037-.047.055-.071.023-.032.044-.065.071-.093.023-.023.053-.04.079-.06.029-.024.055-.05.088-.069h.001l9.61-5.533a.802.802 0 0 1 .8 0l9.61 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10.143v-9.214l-9.204-5.209-.003-.002-.004-.002c-.031-.018-.057-.044-.086-.066-.025-.02-.054-.036-.076-.058l-.002-.003c-.026-.025-.044-.056-.066-.084-.02-.027-.044-.05-.06-.078l-.001-.003c-.018-.03-.029-.066-.042-.1-.013-.03-.03-.058-.038-.09v-.001c-.01-.038-.012-.078-.016-.117-.004-.03-.012-.06-.012-.09v-21.483l-4.645-2.676-3.363-1.934zm8.81-5.994-8.007 4.609 8.005 4.609 8.006-4.61-8.006-4.608zm4.164 28.764 4.645-2.674v-20.096l-3.363 1.936-4.646 2.675v20.096zm24.667-23.325-8.006 4.609 8.006 4.609 8.005-4.61zm-.801 10.605-4.646-2.675-3.363-1.936v9.124l4.645 2.674 3.364 1.937zm-18.422 20.561 11.743-6.704 5.87-3.35-8-4.606-9.211 5.303-8.395 4.833z' fill='%23ff2d20'/%3E%3C/svg%3E" /> + + <link + href="https://fonts.bunny.net/css?family=figtree:300,400,500,600" + rel="stylesheet" + /> + + <?php echo Renderer::css(); ?> + + + <style> + <?php $__currentLoopData = $exception->frames(); $__env->addLoop($__currentLoopData); foreach($__currentLoopData as $frame): $__env->incrementLoopIndices(); $loop = $__env->getLastLoop(); ?> + #frame-<?php echo e($loop->index); ?> .hljs-ln-line[data-line-number='<?php echo e($frame->line()); ?>'] { + background-color: rgba(242, 95, 95, 0.4); + } + <?php endforeach; $__env->popLoop(); $loop = $__env->getLastLoop(); ?> + </style> +</head> +<body class="bg-gray-200/80 font-sans antialiased dark:bg-gray-950/95"> + <?php echo e($slot); ?> + + + <?php echo Renderer::js(); ?> + + + <script> + !function(r,o){"use strict";var e,i="hljs-ln",l="hljs-ln-line",h="hljs-ln-code",s="hljs-ln-numbers",c="hljs-ln-n",m="data-line-number",a=/\r\n|\r|\n/g;function u(e){for(var n=e.toString(),t=e.anchorNode;"TD"!==t.nodeName;)t=t.parentNode;for(var r=e.focusNode;"TD"!==r.nodeName;)r=r.parentNode;var o=parseInt(t.dataset.lineNumber),a=parseInt(r.dataset.lineNumber);if(o==a)return n;var i,l=t.textContent,s=r.textContent;for(a<o&&(i=o,o=a,a=i,i=l,l=s,s=i);0!==n.indexOf(l);)l=l.slice(1);for(;-1===n.lastIndexOf(s);)s=s.slice(0,-1);for(var c=l,u=function(e){for(var n=e;"TABLE"!==n.nodeName;)n=n.parentNode;return n}(t),d=o+1;d<a;++d){var f=p('.{0}[{1}="{2}"]',[h,m,d]);c+="\n"+u.querySelector(f).textContent}return c+="\n"+s}function n(e){try{var n=o.querySelectorAll("code.hljs,code.nohighlight");for(var t in n)n.hasOwnProperty(t)&&(n[t].classList.contains("nohljsln")||d(n[t],e))}catch(e){r.console.error("LineNumbers error: ",e)}}function d(e,n){"object"==typeof e&&r.setTimeout(function(){e.innerHTML=f(e,n)},0)}function f(e,n){var t,r,o=(t=e,{singleLine:function(e){return!!e.singleLine&&e.singleLine}(r=(r=n)||{}),startFrom:function(e,n){var t=1;isFinite(n.startFrom)&&(t=n.startFrom);var r=function(e,n){return e.hasAttribute(n)?e.getAttribute(n):null}(e,"data-ln-start-from");return null!==r&&(t=function(e,n){if(!e)return n;var t=Number(e);return isFinite(t)?t:n}(r,1)),t}(t,r)});return function e(n){var t=n.childNodes;for(var r in t){var o;t.hasOwnProperty(r)&&(o=t[r],0<(o.textContent.trim().match(a)||[]).length&&(0<o.childNodes.length?e(o):v(o.parentNode)))}}(e),function(e,n){var t=g(e);""===t[t.length-1].trim()&&t.pop();if(1<t.length||n.singleLine){for(var r="",o=0,a=t.length;o<a;o++)r+=p('<tr><td class="{0} {1}" {3}="{5}"><div class="{2}" {3}="{5}"></div></td><td class="{0} {4}" {3}="{5}">{6}</td></tr>',[l,s,c,m,h,o+n.startFrom,0<t[o].length?t[o]:" "]);return p('<table class="{0}">{1}</table>',[i,r])}return e}(e.innerHTML,o)}function v(e){var n=e.className;if(/hljs-/.test(n)){for(var t=g(e.innerHTML),r=0,o="";r<t.length;r++){o+=p('<span class="{0}">{1}</span>\n',[n,0<t[r].length?t[r]:" "])}e.innerHTML=o.trim()}}function g(e){return 0===e.length?[]:e.split(a)}function p(e,t){return e.replace(/\{(\d+)\}/g,function(e,n){return void 0!==t[n]?t[n]:e})}r.hljs?(r.hljs.initLineNumbersOnLoad=function(e){"interactive"===o.readyState||"complete"===o.readyState?n(e):r.addEventListener("DOMContentLoaded",function(){n(e)})},r.hljs.lineNumbersBlock=d,r.hljs.lineNumbersValue=function(e,n){if("string"!=typeof e)return;var t=document.createElement("code");return t.innerHTML=e,f(t,n)},(e=o.createElement("style")).type="text/css",e.innerHTML=p(".{0}{border-collapse:collapse}.{0} td{padding:0}.{1}:before{content:attr({2})}",[i,c,m]),o.getElementsByTagName("head")[0].appendChild(e)):r.console.error("highlight.js not detected!"),document.addEventListener("copy",function(e){var n,t=window.getSelection();!function(e){for(var n=e;n;){if(n.className&&-1!==n.className.indexOf("hljs-ln-code"))return 1;n=n.parentNode}}(t.anchorNode)||(n=-1!==window.navigator.userAgent.indexOf("Edge")?u(t):t.toString(),e.clipboardData.setData("text/plain",n),e.preventDefault())})}(window,document); + + hljs.initLineNumbersOnLoad() + + window.addEventListener('load', function() { + document.querySelectorAll('.renderer').forEach(function(element, index) { + if (index > 0) { + element.remove(); + } + }); + + document.querySelector('.default-highlightable-code').style.display = 'block'; + + document.querySelectorAll('.highlightable-code').forEach(function(element) { + element.style.display = 'block'; + }) + }); + </script> +</body> +</html> +<?php /**PATH C:\laragon\www\SistemAnalisisSentimen\vendor\laravel\framework\src\Illuminate\Foundation\Providers/../resources/exceptions/renderer/components/layout.blade.php ENDPATH**/ ?> \ No newline at end of file diff --git a/storage/framework/views/4ddda1d400d20a99c44d449f2ad28fac.php b/storage/framework/views/4ddda1d400d20a99c44d449f2ad28fac.php new file mode 100644 index 0000000..e88393e --- /dev/null +++ b/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($paginator->nextPageUrl()); ?>" rel="next" class="relative inline-flex items-center px-2 py-2 -ml-px text-sm font-medium text-gray-500 bg-white border border-gray-300 rounded-r-md leading-5 hover:text-gray-400 focus:z-10 focus:outline-none focus:ring ring-gray-300 focus:border-blue-300 active:bg-gray-100 active:text-gray-500 transition ease-in-out duration-150 dark:bg-gray-800 dark:border-gray-600 dark:active:bg-gray-700 dark:focus:border-blue-800" aria-label="<?php echo e(__('pagination.next')); ?>"> + <svg class="w-5 h-5" fill="currentColor" viewBox="0 0 20 20"> + <path fill-rule="evenodd" d="M7.293 14.707a1 1 0 010-1.414L10.586 10 7.293 6.707a1 1 0 011.414-1.414l4 4a1 1 0 010 1.414l-4 4a1 1 0 01-1.414 0z" clip-rule="evenodd" /> + </svg> + </a> + <?php else: ?> + <span aria-disabled="true" aria-label="<?php echo e(__('pagination.next')); ?>"> + <span class="relative inline-flex items-center px-2 py-2 -ml-px text-sm font-medium text-gray-500 bg-white border border-gray-300 cursor-default rounded-r-md leading-5 dark:bg-gray-800 dark:border-gray-600" aria-hidden="true"> + <svg class="w-5 h-5" fill="currentColor" viewBox="0 0 20 20"> + <path fill-rule="evenodd" d="M7.293 14.707a1 1 0 010-1.414L10.586 10 7.293 6.707a1 1 0 011.414-1.414l4 4a1 1 0 010 1.414l-4 4a1 1 0 01-1.414 0z" clip-rule="evenodd" /> + </svg> + </span> + </span> + <?php endif; ?> + </span> + </div> + </div> + </nav> +<?php endif; ?> +<?php /**PATH C:\laragon\www\SistemAnalisisSentimen\vendor\laravel\framework\src\Illuminate\Pagination/resources/views/tailwind.blade.php ENDPATH**/ ?> \ No newline at end of file diff --git a/storage/framework/views/51d817e6f87880f25ba24a789f4694de.php b/storage/framework/views/51d817e6f87880f25ba24a789f4694de.php new file mode 100644 index 0000000..893ebe2 --- /dev/null +++ b/storage/framework/views/51d817e6f87880f25ba24a789f4694de.php @@ -0,0 +1,186 @@ +<?php use \Illuminate\Support\Str; ?> +<?php if (isset($component)) { $__componentOriginal74daf2d0a9c625ad90327a6043d15980 = $component; } ?> +<?php if (isset($attributes)) { $__attributesOriginal74daf2d0a9c625ad90327a6043d15980 = $attributes; } ?> +<?php $component = Illuminate\View\AnonymousComponent::resolve(['view' => 'laravel-exceptions-renderer::components.card','data' => ['class' => 'mt-6 overflow-x-auto']] + (isset($attributes) && $attributes instanceof Illuminate\View\ComponentAttributeBag ? $attributes->all() : [])); ?> +<?php $component->withName('laravel-exceptions-renderer::card'); ?> +<?php if ($component->shouldRender()): ?> +<?php $__env->startComponent($component->resolveView(), $component->data()); ?> +<?php if (isset($attributes) && $attributes instanceof Illuminate\View\ComponentAttributeBag): ?> +<?php $attributes = $attributes->except(\Illuminate\View\AnonymousComponent::ignoredParameterNames()); ?> +<?php endif; ?> +<?php $component->withAttributes(['class' => 'mt-6 overflow-x-auto']); ?> + <div> + <span class="text-xl font-bold lg:text-2xl">Request</span> + </div> + + <div class="mt-2"> + <span><?php echo e($exception->request()->method()); ?></span> + <span class="text-gray-500"><?php echo e(Str::start($exception->request()->path(), '/')); ?></span> + </div> + + <div class="mt-4"> + <span class="font-semibold text-gray-900 dark:text-white">Headers</span> + </div> + + <dl class="mt-1 grid grid-cols-1 rounded border dark:border-gray-800"> + <?php $__empty_1 = true; $__currentLoopData = $exception->requestHeaders(); $__env->addLoop($__currentLoopData); foreach($__currentLoopData as $key => $value): $__env->incrementLoopIndices(); $loop = $__env->getLastLoop(); $__empty_1 = false; ?> + <div class="flex items-center gap-2 <?php echo e($loop->first ? '' : 'border-t'); ?> dark:border-gray-800"> + <span + data-tippy-content="<?php echo e($key); ?>" + class="lg:text-md w-[8rem] flex-none cursor-pointer truncate border-r px-5 py-3 text-sm dark:border-gray-800 lg:w-[12rem]" + > + <?php echo e($key); ?> + + </span> + <span + class="min-w-0 flex-grow" + style=" + -webkit-mask-image: linear-gradient(90deg, transparent 0, #000 1rem, #000 calc(100% - 3rem), transparent calc(100% - 1rem)); + " + > + <pre class="scrollbar-hidden overflow-y-hidden text-xs lg:text-sm"><code class="px-5 py-3 overflow-y-hidden scrollbar-hidden max-h-32 overflow-x-scroll scrollbar-hidden-x"><?php echo e($value); ?></code></pre> + </span> + </div> + <?php endforeach; $__env->popLoop(); $loop = $__env->getLastLoop(); if ($__empty_1): ?> + <span + class="min-w-0 flex-grow" + style="-webkit-mask-image: linear-gradient(90deg, transparent 0, #000 1rem, #000 calc(100% - 3rem), transparent calc(100% - 1rem))" + > + <pre class="scrollbar-hidden mx-5 my-3 overflow-y-hidden text-xs lg:text-sm"><code class="overflow-y-hidden scrollbar-hidden overflow-x-scroll scrollbar-hidden-x">No headers data</code></pre> + </span> + <?php endif; ?> + </dl> + + <div class="mt-4"> + <span class="font-semibold text-gray-900 dark:text-white">Body</span> + </div> + + <div class="mt-1 rounded border dark:border-gray-800"> + <div class="flex items-center"> + <span + class="min-w-0 flex-grow" + style="-webkit-mask-image: linear-gradient(90deg, transparent 0, #000 1rem, #000 calc(100% - 3rem), transparent calc(100% - 1rem))" + > + <pre class="scrollbar-hidden mx-5 my-3 overflow-y-hidden text-xs lg:text-sm"><code class="overflow-y-hidden scrollbar-hidden overflow-x-scroll scrollbar-hidden-x"><?php echo e($exception->requestBody() ?: 'No body data'); ?></code></pre> + </span> + </div> + </div> + + <?php echo $__env->renderComponent(); ?> +<?php endif; ?> +<?php if (isset($__attributesOriginal74daf2d0a9c625ad90327a6043d15980)): ?> +<?php $attributes = $__attributesOriginal74daf2d0a9c625ad90327a6043d15980; ?> +<?php unset($__attributesOriginal74daf2d0a9c625ad90327a6043d15980); ?> +<?php endif; ?> +<?php if (isset($__componentOriginal74daf2d0a9c625ad90327a6043d15980)): ?> +<?php $component = $__componentOriginal74daf2d0a9c625ad90327a6043d15980; ?> +<?php unset($__componentOriginal74daf2d0a9c625ad90327a6043d15980); ?> +<?php endif; ?> + +<?php if (isset($component)) { $__componentOriginal74daf2d0a9c625ad90327a6043d15980 = $component; } ?> +<?php if (isset($attributes)) { $__attributesOriginal74daf2d0a9c625ad90327a6043d15980 = $attributes; } ?> +<?php $component = Illuminate\View\AnonymousComponent::resolve(['view' => 'laravel-exceptions-renderer::components.card','data' => ['class' => 'mt-6 overflow-x-auto']] + (isset($attributes) && $attributes instanceof Illuminate\View\ComponentAttributeBag ? $attributes->all() : [])); ?> +<?php $component->withName('laravel-exceptions-renderer::card'); ?> +<?php if ($component->shouldRender()): ?> +<?php $__env->startComponent($component->resolveView(), $component->data()); ?> +<?php if (isset($attributes) && $attributes instanceof Illuminate\View\ComponentAttributeBag): ?> +<?php $attributes = $attributes->except(\Illuminate\View\AnonymousComponent::ignoredParameterNames()); ?> +<?php endif; ?> +<?php $component->withAttributes(['class' => 'mt-6 overflow-x-auto']); ?> + <div> + <span class="text-xl font-bold lg:text-2xl">Application</span> + </div> + + <div class="mt-4"> + <span class="font-semibold text-gray-900 dark:text-white"> Routing </span> + </div> + + <dl class="mt-1 grid grid-cols-1 rounded border dark:border-gray-800"> + <?php $__empty_1 = true; $__currentLoopData = $exception->applicationRouteContext(); $__env->addLoop($__currentLoopData); foreach($__currentLoopData as $name => $value): $__env->incrementLoopIndices(); $loop = $__env->getLastLoop(); $__empty_1 = false; ?> + <div class="flex items-center gap-2 <?php echo e($loop->first ? '' : 'border-t'); ?> dark:border-gray-800"> + <span + data-tippy-content="<?php echo e($name); ?>" + class="lg:text-md w-[8rem] flex-none cursor-pointer truncate border-r px-5 py-3 text-sm dark:border-gray-800 lg:w-[12rem]" + ><?php echo e($name); ?></span + > + <span + class="min-w-0 flex-grow" + style=" + -webkit-mask-image: linear-gradient(90deg, transparent 0, #000 1rem, #000 calc(100% - 3rem), transparent calc(100% - 1rem)); + " + > + <pre class="scrollbar-hidden overflow-y-hidden text-xs lg:text-sm"><code class="px-5 py-3 overflow-y-hidden scrollbar-hidden max-h-32 overflow-x-scroll scrollbar-hidden-x"><?php echo e($value); ?></code></pre> + </span> + </div> + <?php endforeach; $__env->popLoop(); $loop = $__env->getLastLoop(); if ($__empty_1): ?> + <span + class="min-w-0 flex-grow" + style="-webkit-mask-image: linear-gradient(90deg, transparent 0, #000 1rem, #000 calc(100% - 3rem), transparent calc(100% - 1rem))" + > + <pre class="scrollbar-hidden mx-5 my-3 overflow-y-hidden text-xs lg:text-sm"><code class="overflow-y-hidden scrollbar-hidden overflow-x-scroll scrollbar-hidden-x">No routing data</code></pre> + </span> + <?php endif; ?> + </dl> + + <?php if($routeParametersContext = $exception->applicationRouteParametersContext()): ?> + <div class="mt-4"> + <span class="text-gray-900 dark:text-white text-sm"> Routing Parameters </span> + </div> + + <div class="mt-1 rounded border dark:border-gray-800"> + <div class="flex items-center"> + <span + class="min-w-0 flex-grow" + style="-webkit-mask-image: linear-gradient(90deg, transparent 0, #000 1rem, #000 calc(100% - 3rem), transparent calc(100% - 1rem))" + > + <pre class="scrollbar-hidden mx-5 my-3 overflow-y-hidden text-xs lg:text-sm"><code class="overflow-y-hidden scrollbar-hidden overflow-x-scroll scrollbar-hidden-x"><?php echo e($routeParametersContext); ?></code></pre> + </span> + </div> + </div> + <?php endif; ?> + + <div class="mt-4"> + <span class="font-semibold text-gray-900 dark:text-white"> Database Queries </span> + <span class="text-xs text-gray-500 dark:text-gray-400"> + <?php if(count($exception->applicationQueries()) === 100): ?> + only the first 100 queries are displayed + <?php endif; ?> + </span> + </div> + + <dl class="mt-1 grid grid-cols-1 rounded border dark:border-gray-800"> + <?php $__empty_1 = true; $__currentLoopData = $exception->applicationQueries(); $__env->addLoop($__currentLoopData); foreach($__currentLoopData as ['connectionName' => $connectionName, 'sql' => $sql, 'time' => $time]): $__env->incrementLoopIndices(); $loop = $__env->getLastLoop(); $__empty_1 = false; ?> + <div class="flex items-center gap-2 <?php echo e($loop->first ? '' : 'border-t'); ?> dark:border-gray-800"> + <div class="lg:text-md w-[8rem] flex-none truncate border-r px-5 py-3 text-sm dark:border-gray-800 lg:w-[12rem]"> + <span><?php echo e($connectionName); ?></span> + <span class="hidden text-xs text-gray-500 lg:inline-block">(<?php echo e($time); ?> ms)</span> + </div> + <span + class="min-w-0 flex-grow" + style=" + -webkit-mask-image: linear-gradient(90deg, transparent 0, #000 1rem, #000 calc(100% - 3rem), transparent calc(100% - 1rem)); + " + > + <pre class="scrollbar-hidden overflow-y-hidden text-xs lg:text-sm"><code class="px-5 py-3 overflow-y-hidden scrollbar-hidden max-h-32 overflow-x-scroll scrollbar-hidden-x"><?php echo e($sql); ?></code></pre> + </span> + </div> + <?php endforeach; $__env->popLoop(); $loop = $__env->getLastLoop(); if ($__empty_1): ?> + <span + class="min-w-0 flex-grow" + style="-webkit-mask-image: linear-gradient(90deg, transparent 0, #000 1rem, #000 calc(100% - 3rem), transparent calc(100% - 1rem))" + > + <pre class="scrollbar-hidden mx-5 my-3 overflow-y-hidden text-xs lg:text-sm"><code class="overflow-y-hidden scrollbar-hidden overflow-x-scroll scrollbar-hidden-x">No query data</code></pre> + </span> + <?php endif; ?> + </dl> + <?php echo $__env->renderComponent(); ?> +<?php endif; ?> +<?php if (isset($__attributesOriginal74daf2d0a9c625ad90327a6043d15980)): ?> +<?php $attributes = $__attributesOriginal74daf2d0a9c625ad90327a6043d15980; ?> +<?php unset($__attributesOriginal74daf2d0a9c625ad90327a6043d15980); ?> +<?php endif; ?> +<?php if (isset($__componentOriginal74daf2d0a9c625ad90327a6043d15980)): ?> +<?php $component = $__componentOriginal74daf2d0a9c625ad90327a6043d15980; ?> +<?php unset($__componentOriginal74daf2d0a9c625ad90327a6043d15980); ?> +<?php endif; ?> +<?php /**PATH C:\laragon\www\SistemAnalisisSentimen\vendor\laravel\framework\src\Illuminate\Foundation\Providers/../resources/exceptions/renderer/components/context.blade.php ENDPATH**/ ?> \ No newline at end of file diff --git a/storage/framework/views/5e10586ea85f27a52809d2a4db76680d.php b/storage/framework/views/5e10586ea85f27a52809d2a4db76680d.php new file mode 100644 index 0000000..c79b6b1 --- /dev/null +++ b/storage/framework/views/5e10586ea85f27a52809d2a4db76680d.php @@ -0,0 +1,12 @@ +<svg + xmlns="http://www.w3.org/2000/svg" + fill="none" + viewBox="0 0 24 24" + stroke-width="1.5" + stroke="currentColor" + <?php echo e($attributes); ?> + +> + <path stroke-linecap="round" stroke-linejoin="round" d="M9 17.25v1.007a3 3 0 01-.879 2.122L7.5 21h9l-.621-.621A3 3 0 0115 18.257V17.25m6-12V15a2.25 2.25 0 01-2.25 2.25H5.25A2.25 2.25 0 013 15V5.25m18 0A2.25 2.25 0 0018.75 3H5.25A2.25 2.25 0 003 5.25m18 0V12a2.25 2.25 0 01-2.25 2.25H5.25A2.25 2.25 0 013 12V5.25" /> +</svg> +<?php /**PATH C:\laragon\www\SistemAnalisisSentimen\vendor\laravel\framework\src\Illuminate\Foundation\Providers/../resources/exceptions/renderer/components/icons/computer-desktop.blade.php ENDPATH**/ ?> \ No newline at end of file diff --git a/storage/framework/views/7d9c5f85ffaf54d07a80af266d96aade.php b/storage/framework/views/7d9c5f85ffaf54d07a80af266d96aade.php new file mode 100644 index 0000000..2be563a --- /dev/null +++ b/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**/ ?> \ No newline at end of file diff --git a/storage/framework/views/83200b6ca19a8da36ba75ad680d43e19.php b/storage/framework/views/83200b6ca19a8da36ba75ad680d43e19.php new file mode 100644 index 0000000..c0c66fa --- /dev/null +++ b/storage/framework/views/83200b6ca19a8da36ba75ad680d43e19.php @@ -0,0 +1,222 @@ +<?php + $destinasiList ??= collect([]); + $totalDestinasiAnalisis ??= 0; + $totalDestinasiBerkeluhan ??= 0; + $totalNegatif ??= 0; + $totalUlasan ??= 0; + $persenNegatif ??= 0; + $tingkatKepuasan ??= 0; + $labelKepuasan ??= 'Kurang'; + $isuDominan ??= '-'; + $isuDominanPersen ??= 0; + $isuUtama ??= []; + $kataDominan ??= []; + $saranPerbaikan ??= []; + $prioritas ??= []; +?> + +<div class="space-y-6"> + + + <div class="flex justify-between items-center"> + <div> + <h2 class="text-2xl font-bold text-gray-800">Rekomendasi Layanan</h2> + <p class="text-sm text-gray-500"> + Rekomendasi dibuat dari ulasan negatif agar saran perbaikan fokus pada keluhan pengunjung. + </p> + <p class="text-xs text-gray-400 mt-1"> + <?php echo e($totalDestinasiAnalisis); ?> destinasi dianalisis, <?php echo e($totalDestinasiBerkeluhan); ?> destinasi memiliki ulasan negatif. + </p> + </div> + + + <form method="GET" action="<?php echo e(route('dashboard')); ?>" class="flex gap-3"> + <input type="hidden" name="tab" value="rekomendasi"> + <input type="hidden" name="periode_id" value="<?php echo e($periodeAktif->id ?? request('periode_id')); ?>"> + <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> + <?php $__currentLoopData = $destinasiList; $__env->addLoop($__currentLoopData); foreach($__currentLoopData as $destinasi): $__env->incrementLoopIndices(); $loop = $__env->getLastLoop(); ?> + <option value="<?php echo e($destinasi); ?>" <?php echo e(request('destinasi') == $destinasi ? 'selected' : ''); ?>> + <?php echo e($destinasi); ?> + + </option> + <?php endforeach; $__env->popLoop(); $loop = $__env->getLastLoop(); ?> + </select> + </form> + </div> + + + <div class="grid grid-cols-1 md:grid-cols-4 gap-5"> + + <div class="bg-white rounded-xl shadow p-5 flex items-center gap-4"> + <div class="bg-blue-100 text-blue-600 p-3 rounded-full text-xl">📍</div> + <div> + <p class="text-sm text-gray-500">Destinasi Dianalisis</p> + <h3 class="text-xl font-bold"><?php echo e($totalDestinasiAnalisis); ?></h3> + <p class="text-xs text-gray-500"><?php echo e($totalDestinasiBerkeluhan); ?> punya keluhan</p> + </div> + </div> + + <div class="bg-white rounded-xl shadow p-5 flex items-center gap-4"> + <div class="bg-red-100 text-red-500 p-3 rounded-full text-xl">😟</div> + <div> + <p class="text-sm text-gray-500">Total Ulasan Negatif</p> + <h3 class="text-xl font-bold"><?php echo e($totalNegatif); ?></h3> + <p class="text-xs text-red-500"><?php echo e($persenNegatif); ?>% dari total</p> + </div> + </div> + + <div class="bg-white rounded-xl shadow p-5 flex items-center gap-4"> + <div class="bg-green-100 text-green-600 p-3 rounded-full text-xl">😊</div> + <div> + <p class="text-sm text-gray-500">Tingkat Kepuasan</p> + <h3 class="text-xl font-bold"><?php echo e($tingkatKepuasan); ?>%</h3> + <span class="text-xs px-2 py-1 rounded + <?php echo e($labelKepuasan === 'Baik' ? 'bg-green-100 text-green-700' : + ($labelKepuasan === 'Sedang' ? 'bg-yellow-100 text-yellow-700' : + 'bg-red-100 text-red-700')); ?>"> + <?php echo e($labelKepuasan); ?> + + </span> + </div> + </div> + + <div class="bg-white rounded-xl shadow p-5 flex items-center gap-4"> + <div class="bg-purple-100 text-purple-600 p-3 rounded-full text-xl">❗</div> + <div> + <p class="text-sm text-gray-500">Isu Dominan</p> + <h3 class="text-xl font-bold"><?php echo e($isuDominan); ?></h3> + <p class="text-xs text-gray-500"><?php echo e($isuDominanPersen); ?>% dari total isu</p> + </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> + + <?php $__empty_1 = true; $__currentLoopData = $isuUtama; $__env->addLoop($__currentLoopData); foreach($__currentLoopData as $i => $isu): $__env->incrementLoopIndices(); $loop = $__env->getLastLoop(); $__empty_1 = false; ?> + <?php + $warnaClass = match($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="font-semibold"><?php echo e($isu['persen']); ?>%</span> + </div> + <div class="w-full bg-gray-200 h-2 rounded"> + <div class="h-2 rounded <?php echo e($warnaClass); ?>" style="width: <?php echo e($isu['persen']); ?>%"></div> + </div> + </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> + <?php endif; ?> + </div> + + + <div class="bg-white rounded-xl shadow p-5"> + <h3 class="font-semibold mb-4 text-gray-700">Kata Kunci Dominan</h3> + + <?php $maxFreq = !empty($kataDominan) ? max($kataDominan) : 1; ?> + + <?php $__empty_1 = true; $__currentLoopData = array_slice($kataDominan, 0, 5, true); $__env->addLoop($__currentLoopData); foreach($__currentLoopData as $kata => $jumlah): $__env->incrementLoopIndices(); $loop = $__env->getLastLoop(); $__empty_1 = false; ?> + <div class="mb-3"> + <div class="flex justify-between text-sm"> + <span><?php echo e($kata); ?></span> + <span class="font-semibold text-blue-600"><?php echo e($jumlah); ?>x</span> + </div> + <div class="w-full bg-gray-200 h-2 rounded mt-1"> + <div class="bg-blue-500 h-2 rounded" style="width: <?php echo e(round(($jumlah / $maxFreq) * 100)); ?>%"></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> + <?php endif; ?> + </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($saran['nama']); ?></p> + <p class="text-gray-600"><?php echo e($saran['tip']); ?></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', + 'orange' => 'border-orange-300', + 'yellow' => 'border-yellow-300', + 'green' => 'border-green-300', + default => 'border-blue-300', + }; + $title = match($p['color']) { + 'red' => 'text-red-600', + 'orange' => 'text-orange-500', + 'yellow' => 'text-yellow-600', + 'green' => 'text-green-600', + default => 'text-blue-600', + }; + $dampak = match($p['color']) { + 'red' => 'bg-red-100 text-red-600', + 'orange' => 'bg-orange-100 text-orange-600', + 'yellow' => 'bg-yellow-100 text-yellow-600', + 'green' => 'bg-green-100 text-green-700', + default => 'bg-blue-100 text-blue-600', + }; + ?> + <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($p['rank']); ?></h4> + <h3 class="text-lg font-bold mb-3"><?php echo e($p['nama']); ?></h3> + + <ul class="text-sm space-y-2 mb-4"> + <?php $__currentLoopData = $p['actions']; $__env->addLoop($__currentLoopData); foreach($__currentLoopData as $action): $__env->incrementLoopIndices(); $loop = $__env->getLastLoop(); ?> + <li class="flex items-center gap-2"> + <span class="text-blue-500">✔</span> <?php echo e($action); ?> + + </li> + <?php endforeach; $__env->popLoop(); $loop = $__env->getLastLoop(); ?> + </ul> + + <div class="text-xs <?php echo e($dampak); ?> p-2 rounded"> + Dampak: <?php echo e($p['dampak']); ?> + + </div> + </div> + <?php endforeach; $__env->popLoop(); $loop = $__env->getLastLoop(); if ($__empty_1): ?> + <div class="col-span-3 text-center text-gray-400 text-sm py-6"> + Belum ada data rekomendasi. Pastikan analisis sentimen sudah dijalankan. + </div> + <?php endif; ?> + + </div> + +</div><?php /**PATH C:\laragon\www\SistemAnalisisSentimen\resources\views/rekomendasi/index.blade.php ENDPATH**/ ?> \ No newline at end of file diff --git a/storage/framework/views/85d32a0e7976e768b836f46c63cb5631.php b/storage/framework/views/85d32a0e7976e768b836f46c63cb5631.php new file mode 100644 index 0000000..c340b41 --- /dev/null +++ b/storage/framework/views/85d32a0e7976e768b836f46c63cb5631.php @@ -0,0 +1,4 @@ +<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 20 20" fill="currentColor" class="w-4 h-4" style="margin-bottom: -8px;"> + <path fill-rule="evenodd" d="M5.22 8.22a.75.75 0 0 1 1.06 0L10 11.94l3.72-3.72a.75.75 0 1 1 1.06 1.06l-4.25 4.25a.75.75 0 0 1-1.06 0L5.22 9.28a.75.75 0 0 1 0-1.06Z" clip-rule="evenodd" /> +</svg> +<?php /**PATH C:\laragon\www\SistemAnalisisSentimen\vendor\laravel\framework\src\Illuminate\Foundation\Providers/../resources/exceptions/renderer/components/icons/chevron-down.blade.php ENDPATH**/ ?> \ No newline at end of file diff --git a/storage/framework/views/9466373cf194e81d673d71f3c52f4732.php b/storage/framework/views/9466373cf194e81d673d71f3c52f4732.php new file mode 100644 index 0000000..b5ee46d --- /dev/null +++ b/storage/framework/views/9466373cf194e81d673d71f3c52f4732.php @@ -0,0 +1,12 @@ +<svg + xmlns="http://www.w3.org/2000/svg" + fill="none" + viewBox="0 0 24 24" + stroke-width="1.5" + stroke="currentColor" + <?php echo e($attributes); ?> + +> + <path stroke-linecap="round" stroke-linejoin="round" d="M12 3v2.25m6.364.386l-1.591 1.591M21 12h-2.25m-.386 6.364l-1.591-1.591M12 18.75V21m-4.773-4.227l-1.591 1.591M5.25 12H3m4.227-4.773L5.636 5.636M15.75 12a3.75 3.75 0 11-7.5 0 3.75 3.75 0 017.5 0z" /> +</svg> +<?php /**PATH C:\laragon\www\SistemAnalisisSentimen\vendor\laravel\framework\src\Illuminate\Foundation\Providers/../resources/exceptions/renderer/components/icons/sun.blade.php ENDPATH**/ ?> \ No newline at end of file diff --git a/storage/framework/views/95fd4118cc419d74b5f43aee685a79d5.php b/storage/framework/views/95fd4118cc419d74b5f43aee685a79d5.php new file mode 100644 index 0000000..0dce7f0 --- /dev/null +++ b/storage/framework/views/95fd4118cc419d74b5f43aee685a79d5.php @@ -0,0 +1,4 @@ +<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 20 20" fill="currentColor" class="w-4 h-4" style="margin-bottom: -8px;"> + <path fill-rule="evenodd" d="M9.47 6.47a.75.75 0 0 1 1.06 0l4.25 4.25a.75.75 0 1 1-1.06 1.06L10 8.06l-3.72 3.72a.75.75 0 0 1-1.06-1.06l4.25-4.25Z" clip-rule="evenodd" /> +</svg> +<?php /**PATH C:\laragon\www\SistemAnalisisSentimen\vendor\laravel\framework\src\Illuminate\Foundation\Providers/../resources/exceptions/renderer/components/icons/chevron-up.blade.php ENDPATH**/ ?> \ No newline at end of file diff --git a/storage/framework/views/9ffa9783eb7ad81c70c9955ed7601fc8.php b/storage/framework/views/9ffa9783eb7ad81c70c9955ed7601fc8.php new file mode 100644 index 0000000..6d685a8 --- /dev/null +++ b/storage/framework/views/9ffa9783eb7ad81c70c9955ed7601fc8.php @@ -0,0 +1,194 @@ +<script> + + (function () { + const darkStyles = document.querySelector('style[data-theme="dark"]')?.textContent + const lightStyles = document.querySelector('style[data-theme="light"]')?.textContent + + const removeStyles = () => { + document.querySelector('style[data-theme="dark"]')?.remove() + document.querySelector('style[data-theme="light"]')?.remove() + } + + removeStyles() + + setDarkClass = () => { + removeStyles() + + const isDark = localStorage.theme === 'dark' || (!('theme' in localStorage) && window.matchMedia('(prefers-color-scheme: dark)').matches) + + isDark ? document.documentElement.classList.add('dark') : document.documentElement.classList.remove('dark') + + if (isDark) { + document.head.insertAdjacentHTML('beforeend', `<style data-theme="dark">${darkStyles}</style>`) + } else { + document.head.insertAdjacentHTML('beforeend', `<style data-theme="light">${lightStyles}</style>`) + } + } + + setDarkClass() + + window.matchMedia('(prefers-color-scheme: dark)').addEventListener('change', setDarkClass) + })(); +</script> + +<div + class="relative" + x-data="{ + menu: false, + theme: localStorage.theme, + darkMode() { + this.theme = 'dark' + localStorage.theme = 'dark' + setDarkClass() + }, + lightMode() { + this.theme = 'light' + localStorage.theme = 'light' + setDarkClass() + }, + systemMode() { + this.theme = undefined + localStorage.removeItem('theme') + setDarkClass() + }, + }" + @click.outside="menu = false" +> + <button + x-cloak + class="block rounded p-1 hover:bg-gray-100 dark:hover:bg-gray-800" + :class="theme ? 'text-gray-700 dark:text-gray-300' : 'text-gray-400 dark:text-gray-600 hover:text-gray-500 focus:text-gray-500 dark:hover:text-gray-500 dark:focus:text-gray-500'" + @click="menu = ! menu" + > + <?php if (isset($component)) { $__componentOriginalbfde029a2e31d1ec96b5017ff81a67a7 = $component; } ?> +<?php if (isset($attributes)) { $__attributesOriginalbfde029a2e31d1ec96b5017ff81a67a7 = $attributes; } ?> +<?php $component = Illuminate\View\AnonymousComponent::resolve(['view' => 'laravel-exceptions-renderer::components.icons.sun','data' => ['class' => 'block h-5 w-5 dark:hidden']] + (isset($attributes) && $attributes instanceof Illuminate\View\ComponentAttributeBag ? $attributes->all() : [])); ?> +<?php $component->withName('laravel-exceptions-renderer::icons.sun'); ?> +<?php if ($component->shouldRender()): ?> +<?php $__env->startComponent($component->resolveView(), $component->data()); ?> +<?php if (isset($attributes) && $attributes instanceof Illuminate\View\ComponentAttributeBag): ?> +<?php $attributes = $attributes->except(\Illuminate\View\AnonymousComponent::ignoredParameterNames()); ?> +<?php endif; ?> +<?php $component->withAttributes(['class' => 'block h-5 w-5 dark:hidden']); ?> +<?php echo $__env->renderComponent(); ?> +<?php endif; ?> +<?php if (isset($__attributesOriginalbfde029a2e31d1ec96b5017ff81a67a7)): ?> +<?php $attributes = $__attributesOriginalbfde029a2e31d1ec96b5017ff81a67a7; ?> +<?php unset($__attributesOriginalbfde029a2e31d1ec96b5017ff81a67a7); ?> +<?php endif; ?> +<?php if (isset($__componentOriginalbfde029a2e31d1ec96b5017ff81a67a7)): ?> +<?php $component = $__componentOriginalbfde029a2e31d1ec96b5017ff81a67a7; ?> +<?php unset($__componentOriginalbfde029a2e31d1ec96b5017ff81a67a7); ?> +<?php endif; ?> + <?php if (isset($component)) { $__componentOriginal6dda8ad3ea7f20f6c0a87e7037386745 = $component; } ?> +<?php if (isset($attributes)) { $__attributesOriginal6dda8ad3ea7f20f6c0a87e7037386745 = $attributes; } ?> +<?php $component = Illuminate\View\AnonymousComponent::resolve(['view' => 'laravel-exceptions-renderer::components.icons.moon','data' => ['class' => 'hidden h-5 w-5 dark:block']] + (isset($attributes) && $attributes instanceof Illuminate\View\ComponentAttributeBag ? $attributes->all() : [])); ?> +<?php $component->withName('laravel-exceptions-renderer::icons.moon'); ?> +<?php if ($component->shouldRender()): ?> +<?php $__env->startComponent($component->resolveView(), $component->data()); ?> +<?php if (isset($attributes) && $attributes instanceof Illuminate\View\ComponentAttributeBag): ?> +<?php $attributes = $attributes->except(\Illuminate\View\AnonymousComponent::ignoredParameterNames()); ?> +<?php endif; ?> +<?php $component->withAttributes(['class' => 'hidden h-5 w-5 dark:block']); ?> +<?php echo $__env->renderComponent(); ?> +<?php endif; ?> +<?php if (isset($__attributesOriginal6dda8ad3ea7f20f6c0a87e7037386745)): ?> +<?php $attributes = $__attributesOriginal6dda8ad3ea7f20f6c0a87e7037386745; ?> +<?php unset($__attributesOriginal6dda8ad3ea7f20f6c0a87e7037386745); ?> +<?php endif; ?> +<?php if (isset($__componentOriginal6dda8ad3ea7f20f6c0a87e7037386745)): ?> +<?php $component = $__componentOriginal6dda8ad3ea7f20f6c0a87e7037386745; ?> +<?php unset($__componentOriginal6dda8ad3ea7f20f6c0a87e7037386745); ?> +<?php endif; ?> + </button> + + <div + x-show="menu" + class="absolute right-0 z-10 flex origin-top-right flex-col rounded-md bg-white shadow-xl ring-1 ring-gray-900/5 dark:bg-gray-800" + style="display: none" + @click="menu = false" + > + <button + class="flex items-center gap-3 px-4 py-2 hover:rounded-t-md hover:bg-gray-100 dark:hover:bg-gray-700" + :class="theme === 'light' ? 'text-gray-900 dark:text-gray-100' : 'text-gray-500 dark:text-gray-400'" + @click="lightMode()" + > + <?php if (isset($component)) { $__componentOriginalbfde029a2e31d1ec96b5017ff81a67a7 = $component; } ?> +<?php if (isset($attributes)) { $__attributesOriginalbfde029a2e31d1ec96b5017ff81a67a7 = $attributes; } ?> +<?php $component = Illuminate\View\AnonymousComponent::resolve(['view' => 'laravel-exceptions-renderer::components.icons.sun','data' => ['class' => 'h-5 w-5']] + (isset($attributes) && $attributes instanceof Illuminate\View\ComponentAttributeBag ? $attributes->all() : [])); ?> +<?php $component->withName('laravel-exceptions-renderer::icons.sun'); ?> +<?php if ($component->shouldRender()): ?> +<?php $__env->startComponent($component->resolveView(), $component->data()); ?> +<?php if (isset($attributes) && $attributes instanceof Illuminate\View\ComponentAttributeBag): ?> +<?php $attributes = $attributes->except(\Illuminate\View\AnonymousComponent::ignoredParameterNames()); ?> +<?php endif; ?> +<?php $component->withAttributes(['class' => 'h-5 w-5']); ?> +<?php echo $__env->renderComponent(); ?> +<?php endif; ?> +<?php if (isset($__attributesOriginalbfde029a2e31d1ec96b5017ff81a67a7)): ?> +<?php $attributes = $__attributesOriginalbfde029a2e31d1ec96b5017ff81a67a7; ?> +<?php unset($__attributesOriginalbfde029a2e31d1ec96b5017ff81a67a7); ?> +<?php endif; ?> +<?php if (isset($__componentOriginalbfde029a2e31d1ec96b5017ff81a67a7)): ?> +<?php $component = $__componentOriginalbfde029a2e31d1ec96b5017ff81a67a7; ?> +<?php unset($__componentOriginalbfde029a2e31d1ec96b5017ff81a67a7); ?> +<?php endif; ?> + Light + </button> + <button + class="flex items-center gap-3 px-4 py-2 hover:bg-gray-100 dark:hover:bg-gray-700" + :class="theme === 'dark' ? 'text-gray-900 dark:text-gray-100' : 'text-gray-500 dark:text-gray-400'" + @click="darkMode()" + > + <?php if (isset($component)) { $__componentOriginal6dda8ad3ea7f20f6c0a87e7037386745 = $component; } ?> +<?php if (isset($attributes)) { $__attributesOriginal6dda8ad3ea7f20f6c0a87e7037386745 = $attributes; } ?> +<?php $component = Illuminate\View\AnonymousComponent::resolve(['view' => 'laravel-exceptions-renderer::components.icons.moon','data' => ['class' => 'h-5 w-5']] + (isset($attributes) && $attributes instanceof Illuminate\View\ComponentAttributeBag ? $attributes->all() : [])); ?> +<?php $component->withName('laravel-exceptions-renderer::icons.moon'); ?> +<?php if ($component->shouldRender()): ?> +<?php $__env->startComponent($component->resolveView(), $component->data()); ?> +<?php if (isset($attributes) && $attributes instanceof Illuminate\View\ComponentAttributeBag): ?> +<?php $attributes = $attributes->except(\Illuminate\View\AnonymousComponent::ignoredParameterNames()); ?> +<?php endif; ?> +<?php $component->withAttributes(['class' => 'h-5 w-5']); ?> +<?php echo $__env->renderComponent(); ?> +<?php endif; ?> +<?php if (isset($__attributesOriginal6dda8ad3ea7f20f6c0a87e7037386745)): ?> +<?php $attributes = $__attributesOriginal6dda8ad3ea7f20f6c0a87e7037386745; ?> +<?php unset($__attributesOriginal6dda8ad3ea7f20f6c0a87e7037386745); ?> +<?php endif; ?> +<?php if (isset($__componentOriginal6dda8ad3ea7f20f6c0a87e7037386745)): ?> +<?php $component = $__componentOriginal6dda8ad3ea7f20f6c0a87e7037386745; ?> +<?php unset($__componentOriginal6dda8ad3ea7f20f6c0a87e7037386745); ?> +<?php endif; ?> + Dark + </button> + <button + class="flex items-center gap-3 px-4 py-2 hover:rounded-b-md hover:bg-gray-100 dark:hover:bg-gray-700" + :class="theme === undefined ? 'text-gray-900 dark:text-gray-100' : 'text-gray-500 dark:text-gray-400'" + @click="systemMode()" + > + <?php if (isset($component)) { $__componentOriginala52e607cb40b8eec566206ff9f3ca13c = $component; } ?> +<?php if (isset($attributes)) { $__attributesOriginala52e607cb40b8eec566206ff9f3ca13c = $attributes; } ?> +<?php $component = Illuminate\View\AnonymousComponent::resolve(['view' => 'laravel-exceptions-renderer::components.icons.computer-desktop','data' => ['class' => 'h-5 w-5']] + (isset($attributes) && $attributes instanceof Illuminate\View\ComponentAttributeBag ? $attributes->all() : [])); ?> +<?php $component->withName('laravel-exceptions-renderer::icons.computer-desktop'); ?> +<?php if ($component->shouldRender()): ?> +<?php $__env->startComponent($component->resolveView(), $component->data()); ?> +<?php if (isset($attributes) && $attributes instanceof Illuminate\View\ComponentAttributeBag): ?> +<?php $attributes = $attributes->except(\Illuminate\View\AnonymousComponent::ignoredParameterNames()); ?> +<?php endif; ?> +<?php $component->withAttributes(['class' => 'h-5 w-5']); ?> +<?php echo $__env->renderComponent(); ?> +<?php endif; ?> +<?php if (isset($__attributesOriginala52e607cb40b8eec566206ff9f3ca13c)): ?> +<?php $attributes = $__attributesOriginala52e607cb40b8eec566206ff9f3ca13c; ?> +<?php unset($__attributesOriginala52e607cb40b8eec566206ff9f3ca13c); ?> +<?php endif; ?> +<?php if (isset($__componentOriginala52e607cb40b8eec566206ff9f3ca13c)): ?> +<?php $component = $__componentOriginala52e607cb40b8eec566206ff9f3ca13c; ?> +<?php unset($__componentOriginala52e607cb40b8eec566206ff9f3ca13c); ?> +<?php endif; ?> + System + </button> + </div> +</div> +<?php /**PATH C:\laragon\www\SistemAnalisisSentimen\vendor\laravel\framework\src\Illuminate\Foundation\Providers/../resources/exceptions/renderer/components/theme-switcher.blade.php ENDPATH**/ ?> \ No newline at end of file diff --git a/storage/framework/views/ab3ba8940f81b3715d18ea258bfa635c.php b/storage/framework/views/ab3ba8940f81b3715d18ea258bfa635c.php new file mode 100644 index 0000000..5b0ec17 --- /dev/null +++ b/storage/framework/views/ab3ba8940f81b3715d18ea258bfa635c.php @@ -0,0 +1,117 @@ +<?php $__env->startSection('content'); ?> + +<div class="max-w-7xl mx-auto space-y-6"> + + <div class="flex flex-col md:flex-row md:items-center md:justify-between gap-4"> + <div> + <h2 class="text-2xl font-bold text-gray-800">Riwayat Analisis</h2> + <p class="text-sm text-gray-500"> + Periode tersimpan otomatis setiap kali Ambil Data dijalankan. + </p> + </div> + + + </div> + + <?php if(session('success')): ?> + <div class="bg-green-100 border-l-4 border-green-500 text-green-700 p-4 rounded"> + <?php echo e(session('success')); ?> + + </div> + <?php endif; ?> + <?php if(session('error')): ?> + <div class="bg-red-100 border-l-4 border-red-500 text-red-700 p-4 rounded whitespace-pre-line"> + <?php echo e(session('error')); ?> + + </div> + <?php endif; ?> + + <div class="bg-white rounded-xl shadow p-6"> + <h3 class="font-semibold text-gray-800 mb-1">Import Data Lama dari CSV</h3> + <p class="text-sm text-gray-500 mb-4"> + Gunakan untuk memasukkan ulasan historis. Kolom wajib: wisata, rating, ulasan, tanggal. Kolom reviewer boleh ada. + </p> + + <form action="<?php echo e(route('riwayat.import')); ?>" method="POST" enctype="multipart/form-data" + class="grid grid-cols-1 md:grid-cols-[180px_1fr_auto] gap-3 md:items-center"> + <?php echo csrf_field(); ?> + <input type="month" name="periode_bulan" value="<?php echo e(now()->format('Y-m')); ?>" + class="border rounded-lg px-3 py-2 text-sm bg-white shadow-sm min-w-[150px]" required> + + <input type="file" name="file" accept=".csv,.txt" + class="border rounded-lg px-3 py-2 text-sm bg-white shadow-sm min-w-0" required> + + <button class="bg-green-600 hover:bg-green-700 text-white px-5 py-2 rounded-lg text-sm shadow"> + Import CSV + </button> + </form> + + <?php if($errors->any()): ?> + <div class="mt-3 text-sm text-red-600"> + <?php echo e($errors->first()); ?> + + </div> + <?php endif; ?> + </div> + + <div class="bg-white rounded-xl shadow overflow-hidden"> + <div class="overflow-x-auto"> + <table class="w-full text-sm"> + <thead class="bg-gray-100 text-left"> + <tr> + <th class="px-4 py-3">Periode</th> + <th class="px-4 py-3 text-center">Total Ulasan</th> + <th class="px-4 py-3 text-center">Hasil Analisis</th> + <th class="px-4 py-3 text-center">Wisata</th> + <th class="px-4 py-3">Terakhir Analisis</th> + <th class="px-4 py-3 text-center">Aksi</th> + </tr> + </thead> + <tbody class="divide-y"> + <?php $__empty_1 = true; $__currentLoopData = $riwayat; $__env->addLoop($__currentLoopData); foreach($__currentLoopData as $item): $__env->incrementLoopIndices(); $loop = $__env->getLastLoop(); $__empty_1 = false; ?> + <tr class="hover:bg-gray-50"> + <td class="px-4 py-3 font-semibold text-gray-800"><?php echo e($item->nama); ?></td> + <td class="px-4 py-3 text-center"><?php echo e($item->total_ulasan); ?></td> + <td class="px-4 py-3 text-center"><?php echo e($item->total_hasil); ?></td> + <td class="px-4 py-3 text-center"><?php echo e($item->total_wisata); ?></td> + <td class="px-4 py-3 text-gray-500"> + <?php echo e($item->terakhir_analisis ? \Carbon\Carbon::parse($item->terakhir_analisis)->format('d M Y H:i') : '-'); ?> + + </td> + <td class="px-4 py-3"> + <div class="flex flex-wrap justify-center gap-2"> + + <a href="<?php echo e(route('dashboard', ['periode_id' => $item->id, 'tab' => 'analisis'])); ?>" + class="px-3 py-1 rounded-lg bg-green-50 text-green-600 hover:bg-green-100"> + Analisis + </a> + <a href="<?php echo e(route('ulasan.index', ['periode_id' => $item->id])); ?>" + class="px-3 py-1 rounded-lg bg-gray-100 text-gray-700 hover:bg-gray-200"> + Ulasan + </a> + </div> + </td> + </tr> + <?php endforeach; $__env->popLoop(); $loop = $__env->getLastLoop(); if ($__empty_1): ?> + <tr> + <td colspan="6" class="px-4 py-8 text-center text-gray-400"> + Belum ada riwayat analisis. Jalankan Ambil Data terlebih dahulu. + </td> + </tr> + <?php endif; ?> + </tbody> + </table> + </div> + + <?php if($riwayat->hasPages()): ?> + <div class="p-4"> + <?php echo e($riwayat->links()); ?> + + </div> + <?php endif; ?> + </div> + +</div> + +<?php $__env->stopSection(); ?> +<?php echo $__env->make('layouts.sentara', array_diff_key(get_defined_vars(), ['__data' => 1, '__path' => 1]))->render(); ?><?php /**PATH C:\laragon\www\SistemAnalisisSentimen\resources\views/ulasan/riwayat.blade.php ENDPATH**/ ?> \ No newline at end of file diff --git a/storage/framework/views/ab74199a13c3c0dfdc9e27669a8ce84b.php b/storage/framework/views/ab74199a13c3c0dfdc9e27669a8ce84b.php new file mode 100644 index 0000000..cdf7d19 --- /dev/null +++ b/storage/framework/views/ab74199a13c3c0dfdc9e27669a8ce84b.php @@ -0,0 +1,110 @@ +<?php if (isset($component)) { $__componentOriginalbbd4eeea836234825f7514ed20d2d52d = $component; } ?> +<?php if (isset($attributes)) { $__attributesOriginalbbd4eeea836234825f7514ed20d2d52d = $attributes; 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} ?> +<?php $component = Illuminate\View\AnonymousComponent::resolve(['view' => 'laravel-exceptions-renderer::components.navigation','data' => ['exception' => $exception]] + (isset($attributes) && $attributes instanceof Illuminate\View\ComponentAttributeBag ? $attributes->all() : [])); ?> +<?php $component->withName('laravel-exceptions-renderer::navigation'); ?> +<?php if ($component->shouldRender()): ?> +<?php $__env->startComponent($component->resolveView(), $component->data()); ?> +<?php if (isset($attributes) && $attributes instanceof Illuminate\View\ComponentAttributeBag): ?> +<?php $attributes = $attributes->except(\Illuminate\View\AnonymousComponent::ignoredParameterNames()); ?> +<?php endif; ?> +<?php $component->withAttributes(['exception' => \Illuminate\View\Compilers\BladeCompiler::sanitizeComponentAttribute($exception)]); ?> +<?php echo $__env->renderComponent(); ?> +<?php endif; ?> +<?php if (isset($__attributesOriginal10cd8b81fdad4ce00a06c99f27003014)): ?> +<?php $attributes = $__attributesOriginal10cd8b81fdad4ce00a06c99f27003014; 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?> +<?php if (isset($attributes) && $attributes instanceof Illuminate\View\ComponentAttributeBag): ?> +<?php $attributes = $attributes->except(\Illuminate\View\AnonymousComponent::ignoredParameterNames()); ?> +<?php endif; ?> +<?php $component->withAttributes(['exception' => \Illuminate\View\Compilers\BladeCompiler::sanitizeComponentAttribute($exception)]); ?> +<?php echo $__env->renderComponent(); ?> +<?php endif; ?> +<?php if (isset($__attributesOriginal1e817eb3c41fe3ea9eb0c15213c4b557)): ?> +<?php $attributes = $__attributesOriginal1e817eb3c41fe3ea9eb0c15213c4b557; ?> +<?php unset($__attributesOriginal1e817eb3c41fe3ea9eb0c15213c4b557); ?> +<?php endif; ?> +<?php if (isset($__componentOriginal1e817eb3c41fe3ea9eb0c15213c4b557)): ?> +<?php $component = $__componentOriginal1e817eb3c41fe3ea9eb0c15213c4b557; ?> +<?php unset($__componentOriginal1e817eb3c41fe3ea9eb0c15213c4b557); ?> +<?php endif; ?> + + <?php if (isset($component)) { $__componentOriginal1dc7d865c9b6045c4d68faf8bde572ed = $component; } ?> +<?php if (isset($attributes)) { $__attributesOriginal1dc7d865c9b6045c4d68faf8bde572ed = $attributes; } ?> +<?php $component = Illuminate\View\AnonymousComponent::resolve(['view' => 'laravel-exceptions-renderer::components.trace-and-editor','data' => ['exception' => $exception]] + (isset($attributes) && $attributes instanceof Illuminate\View\ComponentAttributeBag ? $attributes->all() : [])); ?> +<?php $component->withName('laravel-exceptions-renderer::trace-and-editor'); ?> +<?php if ($component->shouldRender()): ?> +<?php $__env->startComponent($component->resolveView(), $component->data()); ?> +<?php if (isset($attributes) && $attributes instanceof Illuminate\View\ComponentAttributeBag): ?> +<?php $attributes = $attributes->except(\Illuminate\View\AnonymousComponent::ignoredParameterNames()); ?> +<?php endif; ?> +<?php $component->withAttributes(['exception' => \Illuminate\View\Compilers\BladeCompiler::sanitizeComponentAttribute($exception)]); ?> +<?php echo $__env->renderComponent(); ?> +<?php endif; ?> +<?php if (isset($__attributesOriginal1dc7d865c9b6045c4d68faf8bde572ed)): ?> +<?php $attributes = $__attributesOriginal1dc7d865c9b6045c4d68faf8bde572ed; ?> +<?php unset($__attributesOriginal1dc7d865c9b6045c4d68faf8bde572ed); ?> +<?php endif; ?> +<?php if (isset($__componentOriginal1dc7d865c9b6045c4d68faf8bde572ed)): ?> +<?php $component = $__componentOriginal1dc7d865c9b6045c4d68faf8bde572ed; ?> +<?php unset($__componentOriginal1dc7d865c9b6045c4d68faf8bde572ed); ?> +<?php endif; ?> + + <?php if (isset($component)) { $__componentOriginal523928ff754f95aea6faf87444393a04 = $component; } ?> +<?php if (isset($attributes)) { $__attributesOriginal523928ff754f95aea6faf87444393a04 = $attributes; } ?> +<?php $component = Illuminate\View\AnonymousComponent::resolve(['view' => 'laravel-exceptions-renderer::components.context','data' => ['exception' => $exception]] + (isset($attributes) && $attributes instanceof Illuminate\View\ComponentAttributeBag ? $attributes->all() : [])); ?> +<?php $component->withName('laravel-exceptions-renderer::context'); ?> +<?php if ($component->shouldRender()): ?> +<?php $__env->startComponent($component->resolveView(), $component->data()); ?> +<?php if (isset($attributes) && $attributes instanceof Illuminate\View\ComponentAttributeBag): ?> +<?php $attributes = $attributes->except(\Illuminate\View\AnonymousComponent::ignoredParameterNames()); ?> +<?php endif; ?> +<?php $component->withAttributes(['exception' => \Illuminate\View\Compilers\BladeCompiler::sanitizeComponentAttribute($exception)]); ?> +<?php echo $__env->renderComponent(); ?> +<?php endif; ?> +<?php if (isset($__attributesOriginal523928ff754f95aea6faf87444393a04)): ?> +<?php $attributes = $__attributesOriginal523928ff754f95aea6faf87444393a04; ?> +<?php unset($__attributesOriginal523928ff754f95aea6faf87444393a04); ?> +<?php endif; ?> +<?php if (isset($__componentOriginal523928ff754f95aea6faf87444393a04)): ?> +<?php $component = $__componentOriginal523928ff754f95aea6faf87444393a04; ?> +<?php unset($__componentOriginal523928ff754f95aea6faf87444393a04); ?> +<?php endif; ?> + </div> + </main> + </div> + <?php echo $__env->renderComponent(); ?> +<?php endif; ?> +<?php if (isset($__attributesOriginalbbd4eeea836234825f7514ed20d2d52d)): ?> +<?php $attributes = $__attributesOriginalbbd4eeea836234825f7514ed20d2d52d; ?> +<?php unset($__attributesOriginalbbd4eeea836234825f7514ed20d2d52d); ?> +<?php endif; ?> +<?php if (isset($__componentOriginalbbd4eeea836234825f7514ed20d2d52d)): ?> +<?php $component = $__componentOriginalbbd4eeea836234825f7514ed20d2d52d; ?> +<?php unset($__componentOriginalbbd4eeea836234825f7514ed20d2d52d); ?> +<?php endif; ?> +<?php /**PATH C:\laragon\www\SistemAnalisisSentimen\vendor\laravel\framework\src\Illuminate\Foundation\Providers/../resources/exceptions/renderer/show.blade.php ENDPATH**/ ?> \ No newline at end of file diff --git a/storage/framework/views/d0a85338020b14da4f01751c61e88b86.php b/storage/framework/views/d0a85338020b14da4f01751c61e88b86.php new file mode 100644 index 0000000..62fc236 --- /dev/null +++ b/storage/framework/views/d0a85338020b14da4f01751c61e88b86.php @@ -0,0 +1,290 @@ +<!DOCTYPE html> +<html lang="id"> +<head> +<meta charset="UTF-8"> +<meta name="viewport" content="width=device-width, initial-scale=1.0"> +<title>SENTARA Dashboard</title> + +<?php echo app('Illuminate\Foundation\Vite')(['resources/css/app.css','resources/js/app.js']); ?> + +<!-- FEATHER ICON --> +<script src="https://unpkg.com/feather-icons"></script> + +</head> + +<body class="bg-gray-100 overflow-x-hidden"> + +<div class="min-h-screen flex"> + +<!-- SIDEBAR --> +<aside id="sidebar" +class="fixed top-0 left-0 h-full w-64 +bg-gradient-to-b from-blue-900 to-blue-700 +text-white flex flex-col +transform -translate-x-full md:translate-x-0 +transition duration-300 z-50"> + + <!-- LOGO --> + <div class="flex justify-center mt-6 mb-8"> + <img src="<?php echo e(asset('images/tulisan-sentara.png')); ?>" + class="w-44" + alt="Logo SENTARA"> + </div> + + <!-- MENU --> + <nav class="flex-1 px-6 space-y-3 text-sm font-medium"> + + <!-- DASHBOARD --> + <a href="<?php echo e(route('dashboard')); ?>" + class="flex items-center gap-4 px-4 py-3 rounded-xl hover:bg-blue-800 transition"> + + <div class="w-10 h-10 flex items-center justify-center bg-blue-800 rounded-lg"> + <i data-feather="grid" class="w-5 h-5"></i> + </div> + + <span class="text-[15px] leading-5"> + Dashboard Sentimen + </span> + </a> + + <!-- DATA ULASAN --> + <a href="<?php echo e(route('ulasan.index')); ?>" + class="flex items-center gap-4 px-4 py-3 rounded-xl hover:bg-blue-800 transition"> + + <div class="w-10 h-10 flex items-center justify-center bg-blue-800 rounded-lg"> + <i data-feather="file-text" class="w-5 h-5"></i> + </div> + + <span class="text-[15px] leading-5"> + Data Ulasan + </span> + </a> + + <!-- RIWAYAT --> + <a href="<?php echo e(route('riwayat.index')); ?>" + class="flex items-center gap-4 px-4 py-3 rounded-xl hover:bg-blue-800 transition"> + + <div class="w-10 h-10 flex items-center justify-center bg-blue-800 rounded-lg"> + <i data-feather="clock" class="w-5 h-5"></i> + </div> + + <span class="text-[15px] leading-5"> + Riwayat Analisis + </span> + </a> + + <!-- KHUSUS ADMIN --> + <?php if(auth()->user()->role == 'admin'): ?> + + <a href="<?php echo e(route('kelola-pengguna.index')); ?>" + class="flex items-center gap-4 px-4 py-3 rounded-xl hover:bg-blue-800 transition"> + + <div class="w-10 h-10 flex items-center justify-center bg-blue-800 rounded-lg"> + <i data-feather="users" class="w-5 h-5"></i> + </div> + + <span class="text-[15px] leading-5"> + Kelola Pengguna + </span> + </a> + + <?php endif; ?> + + </nav> + + <!-- USER --> + <div class="px-6 pb-6"> + + <div class="relative"> + + <!-- USER BUTTON --> + <button onclick="toggleUserMenu()" + class="w-full flex items-center gap-3 + bg-blue-800 hover:bg-blue-900 + px-4 py-3 rounded-2xl transition"> + + <!-- ICON --> + <div class="w-11 h-11 rounded-full bg-blue-700 + flex items-center justify-center"> + + <i data-feather="user" + class="w-5 h-5"></i> + + </div> + + <!-- TEXT --> + <div class="text-left flex-1"> + + <p class="text-sm font-semibold capitalize"> + <?php echo e(auth()->user()->name); ?> + + </p> + + <p class="text-xs text-blue-200 capitalize"> + <?php echo e(auth()->user()->role); ?> + + </p> + + </div> + + <!-- ARROW --> + <i data-feather="chevron-up" + class="w-4 h-4 text-blue-200"></i> + + </button> + + <!-- DROPDOWN --> + <div id="userMenu" + class="hidden absolute bottom-16 left-0 w-full + bg-white text-gray-700 rounded-2xl shadow-2xl overflow-hidden"> + + <!-- PROFILE --> + <a href="<?php echo e(route('profile')); ?>" + class="flex items-center gap-3 px-4 py-4 text-sm hover:bg-gray-100 transition"> + + <i data-feather="user" + class="w-4 h-4"></i> + + Profile + + </a> + + <!-- LOGOUT --> + <form id="logoutForm" + method="POST" + action="<?php echo e(route('logout')); ?>"> + + <?php echo csrf_field(); ?> + + <button type="submit" + class="w-full flex items-center gap-3 px-4 py-4 text-sm hover:bg-gray-100 transition text-left"> + + <i data-feather="log-out" + class="w-4 h-4"></i> + + Logout + + </button> + + </form> + + </div> + + </div> + + </div> + +</aside> + +<!-- CONTENT --> +<div class="flex-1 p-4 md:p-6 md:ml-64"> + + <!-- MOBILE BUTTON --> + <button onclick="toggleSidebar()" + class="md:hidden mb-4 bg-blue-600 text-white px-4 py-2 rounded-lg shadow"> + + ☰ + + </button> + + <?php echo $__env->yieldContent('content'); ?> + +</div> + +</div> + +<!-- MODAL LOGOUT --> +<div id="logoutModal" +class="hidden fixed inset-0 bg-black/40 flex items-center justify-center z-50 px-4"> + + <div class="bg-white rounded-2xl p-6 w-96 text-center shadow-2xl"> + + <!-- ICON --> + <div class="w-16 h-16 rounded-full + flex items-center justify-center mx-auto mb-5"> + + <i data-feather="log-out" + class="w-7 h-7 text-red-500"></i> + + </div> + + <!-- TITLE --> + <h3 class="text-xl font-bold text-gray-800 mb-2"> + Konfirmasi Logout + </h3> + + <!-- TEXT --> + <p class="text-sm text-gray-500 mb-6"> + Apakah Anda ingin keluar dari sistem? + </p> + + <!-- BUTTON --> + <div class="flex justify-center gap-3"> + + <button onclick="closeModal()" + class="px-5 py-2 rounded-xl bg-gray-200 hover:bg-gray-300 transition"> + + Tidak + + </button> + + <button onclick="submitLogout()" + class="px-5 py-2 rounded-xl bg-red-500 hover:bg-red-600 text-white transition"> + + Ya + + </button> + + </div> + + </div> + +</div> + +<!-- SCRIPT --> +<script> + +function toggleSidebar() { + document.getElementById('sidebar') + .classList.toggle('-translate-x-full'); +} + +function toggleUserMenu() { + document.getElementById('userMenu') + .classList.toggle('hidden'); +} + +function confirmLogout() { + document.getElementById('logoutModal') + .classList.remove('hidden'); +} + +function closeModal() { + document.getElementById('logoutModal') + .classList.add('hidden'); +} + +function submitLogout() { + document.getElementById('logoutForm').submit(); +} + +/* CLOSE DROPDOWN KETIKA KLIK LUAR */ +window.addEventListener('click', function(e){ + + const button = e.target.closest('button'); + const menu = document.getElementById('userMenu'); + + if(!e.target.closest('#userMenu') && + !e.target.closest('[onclick="toggleUserMenu()"]')) { + + menu.classList.add('hidden'); + } + +}); + +feather.replace(); + +</script> + +</body> +</html><?php /**PATH C:\laragon\www\SistemAnalisisSentimen\resources\views/layouts/sentara.blade.php ENDPATH**/ ?> \ No newline at end of file diff --git a/storage/framework/views/da4c8b215347ddbbfe979485d71927be.php b/storage/framework/views/da4c8b215347ddbbfe979485d71927be.php new file mode 100644 index 0000000..1889e17 --- /dev/null +++ b/storage/framework/views/da4c8b215347ddbbfe979485d71927be.php @@ -0,0 +1,354 @@ +<?php $__env->startSection('content'); ?> + +<div class="max-w-7xl mx-auto"> + + + <?php if(session('success')): ?> + <div class="bg-green-100 border-l-4 border-green-500 text-green-700 p-4 mb-6 rounded"> + <?php echo e(session('success')); ?> + + </div> + <?php endif; ?> + <?php if(session('error')): ?> + <div class="bg-red-100 border-l-4 border-red-500 text-red-700 p-4 mb-6 rounded whitespace-pre-line"> + <?php echo e(session('error')); ?> + + </div> + <?php endif; ?> + + + <?php if($noDataPesan ?? null): ?> + <div class="bg-blue-50 border-l-4 border-blue-400 text-blue-700 p-4 mb-6 rounded flex items-center gap-2"> + <span>📅</span> <span><?php echo e($noDataPesan); ?></span> + </div> + <?php endif; ?> + + <?php if($periodeAktif && !$hasAnalisis): ?> + <div class="bg-yellow-100 border-l-4 border-yellow-500 text-yellow-700 p-4 mb-6 rounded"> + Data ulasan sudah tersedia, tetapi belum dilakukan analisis sentimen. + </div> + <?php endif; ?> + + <div class="flex items-center justify-between mb-4"> + <div class="flex items-center gap-3"> + <span class="text-sm text-gray-600 font-medium"> + Periode aktif: <?php echo e($periodeAktif->nama ?? 'Belum ada data'); ?> + + </span> + <a href="<?php echo e(route('riwayat.index')); ?>" class="text-sm text-blue-600 hover:underline"> + Lihat riwayat + </a> + </div> + <div class="flex items-center gap-3"> + <?php if($periodeAktif): ?> + <span class="text-xs text-gray-400"> + Terakhir update: <?php echo e($lastUpdate ? \Carbon\Carbon::parse($lastUpdate)->format('d M Y H:i') : '-'); ?> + + </span> + <?php endif; ?> + <form method="GET" + action="<?php echo e(route('dashboard')); ?>" + class="flex flex-col md:flex-row gap-3 md:items-center"> + + + + <input type="month" + name="periode_bulan" + value="<?php echo e(request('periode_bulan', now()->format('Y-m'))); ?>" + max="<?php echo e(now()->format('Y-m')); ?>" + onchange="this.form.submit()" + class="border rounded-lg px-3 py-2 text-sm bg-white shadow-sm min-w-[150px]"> + + + + </form> + </div> + </div> + + + <div x-data="{ tab: new URLSearchParams(window.location.search).get('tab') || 'dashboard' }" + x-init="$nextTick(() => { if (tab === 'dashboard') renderAllCharts() })" + class="mb-6"> + + <!-- TAB --> + <div class="bg-blue-700 rounded-xl p-1 flex space-x-2 shadow mb-6"> + <button @click="tab='dashboard'; $nextTick(() => renderAllCharts())" + :class="tab==='dashboard' ? 'bg-white text-blue-700 shadow' : 'text-white hover:bg-blue-600'" + class="flex-1 py-3 rounded-lg text-sm font-medium transition"> + Dashboard Sentara + </button> + <button @click="tab='analisis'" + :class="tab==='analisis' ? 'bg-white text-blue-700 shadow' : 'text-white hover:bg-blue-600'" + class="flex-1 py-3 rounded-lg text-sm font-medium transition"> + Hasil Analisis Sentimen + </button> + <button @click="tab='rekomendasi'" + :class="tab==='rekomendasi' ? 'bg-white text-blue-700 shadow' : 'text-white hover:bg-blue-600'" + class="flex-1 py-3 rounded-lg text-sm font-medium transition"> + Rekomendasi Layanan + </button> + </div> + + <!-- ================= DASHBOARD ================= --> + <div x-show="tab === 'dashboard'"> + + + <div class="grid grid-cols-1 md:grid-cols-4 gap-6 mb-8"> + <div class="bg-white rounded-xl shadow p-5"> + <p class="text-gray-500 text-sm">Total Ulasan</p> + <h3 class="text-2xl font-bold mt-2 text-gray-900"><?php echo e($stats['total']); ?></h3> + </div> + <div class="bg-white rounded-xl shadow p-5"> + <p class="text-gray-500 text-sm">Sentimen Positif</p> + <h3 class="text-2xl font-bold mt-2 text-green-600"><?php echo e($stats['positif_persen']); ?>%</h3> + </div> + <div class="bg-white rounded-xl shadow p-5"> + <p class="text-gray-500 text-sm">Sentimen Negatif</p> + <h3 class="text-2xl font-bold mt-2 text-red-600"><?php echo e($stats['negatif_persen']); ?>%</h3> + </div> + <div class="bg-white rounded-xl shadow p-5"> + <p class="text-gray-500 text-sm">Sentimen Netral</p> + <h3 class="text-2xl font-bold mt-2 text-yellow-500"><?php echo e($stats['netral_persen']); ?>%</h3> + </div> + </div> + + + <div class="grid grid-cols-1 lg:grid-cols-2 gap-6 mb-8"> + + + <div class="bg-white rounded-xl shadow p-6"> + <h3 class="font-semibold mb-4 text-gray-700">Distribusi Sentimen</h3> + <div style="height:300px;"> + <canvas id="pieChart"></canvas> + </div> + </div> + + + <div class="bg-white rounded-xl shadow p-6"> + <h3 class="font-semibold mb-4 text-gray-700">Sentimen per Destinasi</h3> + <div class="h-[300px]"> + <canvas id="destinationChart"></canvas> + </div> + </div> + + </div> + + + <div class="grid grid-cols-1 lg:grid-cols-2 gap-6"> + <div class="bg-white rounded-xl shadow p-6 h-[320px]"> + <h3 class="font-semibold mb-6 text-gray-700">Total Data per Destinasi</h3> + <div class="space-y-4 text-sm text-gray-600"> + <?php $__currentLoopData = $totalPerWisata; $__env->addLoop($__currentLoopData); foreach($__currentLoopData as $item): $__env->incrementLoopIndices(); $loop = $__env->getLastLoop(); ?> + <div class="flex justify-between border-b pb-3"> + <span><?php echo e($item->wisata); ?></span> + <span class="font-semibold text-gray-800"><?php echo e($item->total); ?> ulasan</span> + </div> + <?php endforeach; $__env->popLoop(); $loop = $__env->getLastLoop(); ?> + </div> + </div> + <div class="bg-white rounded-xl shadow p-6 h-[320px]"> + <h3 class="font-semibold mb-6 text-gray-700">Word Cloud</h3> + <div id="wordCloud" class="w-full h-[240px] overflow-hidden flex flex-wrap content-center justify-center gap-3 text-center"> + <p class="text-sm text-gray-400">Belum ada kata dominan.</p> + </div> + </div> + </div> + + </div> + + <!-- ================= ANALISIS ================= --> + <div x-show="tab === 'analisis'" id="analisis-content"> + <?php echo $__env->make('analisis.index', array_diff_key(get_defined_vars(), ['__data' => 1, '__path' => 1]))->render(); ?> + </div> + + <!-- ================= REKOMENDASI ================= --> + <div x-show="tab === 'rekomendasi'" id="rekomendasi-content"> + <?php echo $__env->make('rekomendasi.index', array_diff_key(get_defined_vars(), ['__data' => 1, '__path' => 1]))->render(); ?> + </div> + + </div> +</div> + + +<script src="https://cdn.jsdelivr.net/npm/chart.js"></script> + + +<script> +const pieData = <?php echo json_encode($chartSentimen, 15, 512) ?>; +const destinationData = <?php echo json_encode($chartDestinasi, 15, 512) ?>; +const text = <?php echo json_encode($allText, 15, 512) ?>; + +function renderAllCharts() { + // PIE CHART + const pieCanvas = document.getElementById('pieChart'); +if (pieCanvas) { + if (window.pieChartInstance) { + window.pieChartInstance.destroy(); + window.pieChartInstance = null; + } + + // Reset canvas dengan clone agar benar-benar bersih + const newPie = pieCanvas.cloneNode(false); + pieCanvas.parentNode.replaceChild(newPie, pieCanvas); + + window.pieChartInstance = new Chart(newPie, { // <-- newPie, bukan pieCanvas + type: 'pie', + data: { + labels: pieData.map(i => i.sentimen), + datasets: [{ + data: pieData.map(i => Number(i.total)), + backgroundColor: ['#3B82F6', '#EF4444', '#F59E0B'] + }] + }, + options: { + responsive: true, + maintainAspectRatio: false, + animation: false + } + }); +} + + // BAR CHART + const destinationCanvas = document.getElementById('destinationChart'); + if (destinationCanvas) { + if (window.destinationChartInstance) { + window.destinationChartInstance.destroy(); + window.destinationChartInstance = null; + } + window.destinationChartInstance = new Chart(destinationCanvas, { + type: 'bar', + data: { + labels: destinationData.map(item => item.wisata), + datasets: [ + { + label: 'Positif', + data: destinationData.map(item => Number(item.positif || 0)), + backgroundColor: 'rgba(96, 165, 250, 0.88)', + borderColor: '#3B82F6', + borderWidth: 1, + borderRadius: 3, + }, + { + label: 'Negatif', + data: destinationData.map(item => Number(item.negatif || 0)), + backgroundColor: 'rgba(248, 113, 113, 0.9)', + borderColor: '#EF4444', + borderWidth: 1, + borderRadius: 3, + }, + { + label: 'Netral', + data: destinationData.map(item => Number(item.netral || 0)), + backgroundColor: 'rgba(251, 191, 36, 0.72)', + borderColor: '#F59E0B', + borderWidth: 1, + borderRadius: 3, + }, + ], + }, + options: { + responsive: true, + maintainAspectRatio: false, + animation: false, + plugins: { + legend: { + position: 'top', + align: 'center', + labels: { boxWidth: 38, boxHeight: 10, color: '#4B5563', font: { size: 12 } }, + }, + tooltip: { + callbacks: { + label: context => `${context.dataset.label}: ${context.parsed.y} ulasan`, + }, + }, + }, + scales: { + x: { + grid: { color: 'rgba(156, 163, 175, 0.22)' }, + ticks: { color: '#4B5563', maxRotation: 14, minRotation: 14, font: { size: 12 } }, + }, + y: { + beginAtZero: true, + ticks: { color: '#4B5563', precision: 0 }, + grid: { color: 'rgba(156, 163, 175, 0.28)' }, + }, + }, + categoryPercentage: 0.72, + barPercentage: 0.82, + }, + }); + } + + // WORD CLOUD + const wordCloud = document.getElementById('wordCloud'); + const stopwords = new Set([ + 'yang','dan','dari','untuk','dengan','ini','itu','tidak','ada','juga', + 'sangat','lebih','sudah','bisa','tapi','karena','pada','atau','saya', + 'kami','mereka','nya','jadi','kalau','dalam','akan','saat','tempat' + ]); + + if (wordCloud && text.trim().length > 0) { + const wordCount = {}; + text.toLowerCase().split(/\s+/).forEach(word => { + const cleanWord = word.replace(/[^a-z]/g, ''); + if (cleanWord.length > 3 && !stopwords.has(cleanWord)) { + wordCount[cleanWord] = (wordCount[cleanWord] || 0) + 1; + } + }); + + const words = Object.entries(wordCount) + .sort((a, b) => b[1] - a[1]) + .slice(0, 28); + + if (words.length > 0) { + const max = words[0][1] || 1; + const colors = ['text-blue-700', 'text-green-600', 'text-red-500', 'text-yellow-600', 'text-indigo-600']; + wordCloud.innerHTML = words.map(([word, count], index) => { + const size = 13 + Math.round((count / max) * 20); + const weight = count === max ? 800 : 600; + return `<span class="${colors[index % colors.length]} inline-block" style="font-size:${size}px;font-weight:${weight}" title="${count}x">${word}</span>`; + }).join(''); + } + } +} +</script> + + +<script> +document.addEventListener("DOMContentLoaded", function () { + + const container = document.getElementById('analisis-content'); + + // FILTER AJAX + document.addEventListener('submit', function(e){ + if(e.target.id === 'filter-form'){ + e.preventDefault(); + const params = new URLSearchParams(new FormData(e.target)).toString(); + fetch('/dashboard?' + params) + .then(res => res.text()) + .then(html => { + const doc = new DOMParser().parseFromString(html, 'text/html'); + container.innerHTML = doc.getElementById('analisis-content').innerHTML; + }); + } + }); + + // PAGINATION AJAX + document.addEventListener('click', function(e){ + const link = e.target.closest('a'); + if(link && link.href.includes('page=')){ + e.preventDefault(); + fetch(link.href) + .then(res => res.text()) + .then(html => { + const doc = new DOMParser().parseFromString(html, 'text/html'); + container.innerHTML = doc.getElementById('analisis-content').innerHTML; + }); + } + }); + +}); +</script> + +<?php $__env->stopSection(); ?> +<?php echo $__env->make('layouts.sentara', array_diff_key(get_defined_vars(), ['__data' => 1, '__path' => 1]))->render(); ?><?php /**PATH C:\laragon\www\SistemAnalisisSentimen\resources\views/dashboard.blade.php ENDPATH**/ ?> \ No newline at end of file diff --git a/storage/framework/views/e4943447826b401e3ae79b116caad596.php b/storage/framework/views/e4943447826b401e3ae79b116caad596.php new file mode 100644 index 0000000..cc09dac --- /dev/null +++ b/storage/framework/views/e4943447826b401e3ae79b116caad596.php @@ -0,0 +1,164 @@ +<div class="hidden overflow-x-auto sm:col-span-1 lg:block"> + <div + class="h-[35.5rem] scrollbar-hidden trace text-sm text-gray-400 dark:text-gray-300" + > + <div class="mb-2 inline-block rounded-full bg-red-500/20 px-3 py-2 dark:bg-red-500/20 sm:col-span-1"> + <button + @click="includeVendorFrames = !includeVendorFrames" + class="inline-flex items-center font-bold leading-5 text-red-500" + > + <span x-show="includeVendorFrames">Collapse</span> + <span + x-cloak + x-show="!includeVendorFrames" + >Expand</span + > + <span class="ml-1">vendor frames</span> + + <div class="flex flex-col ml-1 -mt-2" x-cloak x-show="includeVendorFrames"> + <?php if (isset($component)) { $__componentOriginal707ceba27255eae48fdb0f3529710ddf = $component; } ?> +<?php if (isset($attributes)) { $__attributesOriginal707ceba27255eae48fdb0f3529710ddf = $attributes; } ?> +<?php $component = Illuminate\View\AnonymousComponent::resolve(['view' => 'laravel-exceptions-renderer::components.icons.chevron-down','data' => []] + (isset($attributes) && $attributes instanceof Illuminate\View\ComponentAttributeBag ? $attributes->all() : [])); ?> +<?php $component->withName('laravel-exceptions-renderer::icons.chevron-down'); ?> +<?php if ($component->shouldRender()): ?> +<?php $__env->startComponent($component->resolveView(), $component->data()); ?> +<?php if (isset($attributes) && $attributes instanceof Illuminate\View\ComponentAttributeBag): ?> +<?php $attributes = $attributes->except(\Illuminate\View\AnonymousComponent::ignoredParameterNames()); ?> +<?php endif; ?> +<?php $component->withAttributes([]); ?> +<?php echo $__env->renderComponent(); ?> +<?php endif; ?> +<?php if (isset($__attributesOriginal707ceba27255eae48fdb0f3529710ddf)): ?> +<?php $attributes = $__attributesOriginal707ceba27255eae48fdb0f3529710ddf; ?> +<?php unset($__attributesOriginal707ceba27255eae48fdb0f3529710ddf); ?> +<?php endif; ?> +<?php if (isset($__componentOriginal707ceba27255eae48fdb0f3529710ddf)): ?> +<?php $component = $__componentOriginal707ceba27255eae48fdb0f3529710ddf; ?> +<?php unset($__componentOriginal707ceba27255eae48fdb0f3529710ddf); ?> +<?php endif; ?> + <?php if (isset($component)) { $__componentOriginal14b1cc5db95fcca4a0f06445821cff39 = $component; } ?> +<?php if (isset($attributes)) { $__attributesOriginal14b1cc5db95fcca4a0f06445821cff39 = $attributes; } ?> +<?php $component = Illuminate\View\AnonymousComponent::resolve(['view' => 'laravel-exceptions-renderer::components.icons.chevron-up','data' => []] + (isset($attributes) && $attributes instanceof Illuminate\View\ComponentAttributeBag ? $attributes->all() : [])); ?> +<?php $component->withName('laravel-exceptions-renderer::icons.chevron-up'); ?> +<?php if ($component->shouldRender()): ?> +<?php $__env->startComponent($component->resolveView(), $component->data()); ?> +<?php if (isset($attributes) && $attributes instanceof Illuminate\View\ComponentAttributeBag): ?> +<?php $attributes = $attributes->except(\Illuminate\View\AnonymousComponent::ignoredParameterNames()); ?> +<?php endif; ?> +<?php $component->withAttributes([]); ?> +<?php echo $__env->renderComponent(); ?> +<?php endif; ?> +<?php if (isset($__attributesOriginal14b1cc5db95fcca4a0f06445821cff39)): ?> +<?php $attributes = $__attributesOriginal14b1cc5db95fcca4a0f06445821cff39; ?> +<?php unset($__attributesOriginal14b1cc5db95fcca4a0f06445821cff39); ?> +<?php endif; ?> +<?php if (isset($__componentOriginal14b1cc5db95fcca4a0f06445821cff39)): ?> +<?php $component = $__componentOriginal14b1cc5db95fcca4a0f06445821cff39; ?> +<?php unset($__componentOriginal14b1cc5db95fcca4a0f06445821cff39); ?> +<?php endif; ?> + </div> + + <div class="flex flex-col ml-1 -mt-2" x-cloak x-show="! includeVendorFrames"> + <?php if (isset($component)) { $__componentOriginal14b1cc5db95fcca4a0f06445821cff39 = $component; } ?> +<?php if (isset($attributes)) { $__attributesOriginal14b1cc5db95fcca4a0f06445821cff39 = $attributes; } ?> +<?php $component = Illuminate\View\AnonymousComponent::resolve(['view' => 'laravel-exceptions-renderer::components.icons.chevron-up','data' => []] + (isset($attributes) && $attributes instanceof Illuminate\View\ComponentAttributeBag ? $attributes->all() : [])); ?> +<?php $component->withName('laravel-exceptions-renderer::icons.chevron-up'); ?> +<?php if ($component->shouldRender()): ?> +<?php $__env->startComponent($component->resolveView(), $component->data()); ?> +<?php if (isset($attributes) && $attributes instanceof Illuminate\View\ComponentAttributeBag): ?> +<?php $attributes = $attributes->except(\Illuminate\View\AnonymousComponent::ignoredParameterNames()); ?> +<?php endif; ?> +<?php $component->withAttributes([]); ?> +<?php echo $__env->renderComponent(); ?> +<?php endif; ?> +<?php if (isset($__attributesOriginal14b1cc5db95fcca4a0f06445821cff39)): ?> +<?php $attributes = $__attributesOriginal14b1cc5db95fcca4a0f06445821cff39; ?> +<?php unset($__attributesOriginal14b1cc5db95fcca4a0f06445821cff39); ?> +<?php endif; ?> +<?php if (isset($__componentOriginal14b1cc5db95fcca4a0f06445821cff39)): ?> +<?php $component = $__componentOriginal14b1cc5db95fcca4a0f06445821cff39; ?> +<?php unset($__componentOriginal14b1cc5db95fcca4a0f06445821cff39); ?> +<?php endif; ?> + <?php if (isset($component)) { $__componentOriginal707ceba27255eae48fdb0f3529710ddf = $component; } ?> +<?php if (isset($attributes)) { $__attributesOriginal707ceba27255eae48fdb0f3529710ddf = $attributes; } ?> +<?php $component = Illuminate\View\AnonymousComponent::resolve(['view' => 'laravel-exceptions-renderer::components.icons.chevron-down','data' => []] + (isset($attributes) && $attributes instanceof Illuminate\View\ComponentAttributeBag ? $attributes->all() : [])); ?> +<?php $component->withName('laravel-exceptions-renderer::icons.chevron-down'); ?> +<?php if ($component->shouldRender()): ?> +<?php $__env->startComponent($component->resolveView(), $component->data()); ?> +<?php if (isset($attributes) && $attributes instanceof Illuminate\View\ComponentAttributeBag): ?> +<?php $attributes = $attributes->except(\Illuminate\View\AnonymousComponent::ignoredParameterNames()); ?> +<?php endif; ?> +<?php $component->withAttributes([]); ?> +<?php echo $__env->renderComponent(); ?> +<?php endif; ?> +<?php if (isset($__attributesOriginal707ceba27255eae48fdb0f3529710ddf)): ?> +<?php $attributes = $__attributesOriginal707ceba27255eae48fdb0f3529710ddf; ?> +<?php unset($__attributesOriginal707ceba27255eae48fdb0f3529710ddf); ?> +<?php endif; ?> +<?php if (isset($__componentOriginal707ceba27255eae48fdb0f3529710ddf)): ?> +<?php $component = $__componentOriginal707ceba27255eae48fdb0f3529710ddf; ?> +<?php unset($__componentOriginal707ceba27255eae48fdb0f3529710ddf); ?> +<?php endif; ?> + </div> + </button> + </div> + + <div class="mb-12 space-y-2"> + <?php $__currentLoopData = $exception->frames(); $__env->addLoop($__currentLoopData); foreach($__currentLoopData as $frame): $__env->incrementLoopIndices(); $loop = $__env->getLastLoop(); ?> + <?php if(! $frame->isFromVendor()): ?> + <?php + $vendorFramesCollapsed = $exception->frames()->take($loop->index)->reverse()->takeUntil(fn ($frame) => ! $frame->isFromVendor()); + ?> + + <div x-show="! includeVendorFrames"> + <?php if($vendorFramesCollapsed->isNotEmpty()): ?> + <div class="text-gray-500"> + <?php echo e($vendorFramesCollapsed->count()); ?> vendor frame<?php echo e($vendorFramesCollapsed->count() > 1 ? 's' : ''); ?> collapsed + </div> + <?php endif; ?> + </div> + <?php endif; ?> + + <button + class="w-full text-left dark:border-gray-900" + x-show="<?php echo e($frame->isFromVendor() ? 'includeVendorFrames' : 'true'); ?>" + @click="index = <?php echo e($loop->index); ?>" + > + <div + x-bind:class=" + index === <?php echo e($loop->index); ?> + + ? 'rounded-r-md bg-gray-100 dark:bg-gray-800 border-l dark:border dark:border-gray-700 border-l-red-500 dark:border-l-red-500' + : 'hover:bg-gray-100/75 dark:hover:bg-gray-800/75' + " + > + <div class="scrollbar-hidden overflow-x-auto border-l-2 border-transparent p-2"> + <div class="nowrap text-gray-900 dark:text-gray-300"> + <span class="inline-flex items-baseline"> + <span class="text-gray-900 dark:text-gray-300"><?php echo e($frame->source()); ?></span> + <span class="font-mono text-xs">:<?php echo e($frame->line()); ?></span> + </span> + </div> + <div class="text-gray-500 dark:text-gray-400"> + <?php echo e($exception->frames()->get($loop->index + 1)?->callable()); ?> + + </div> + </div> + </div> + </button> + + <?php if(! $frame->isFromVendor() && $exception->frames()->slice($loop->index + 1)->filter(fn ($frame) => ! $frame->isFromVendor())->isEmpty()): ?> + <?php if($exception->frames()->slice($loop->index + 1)->count()): ?> + <div x-show="! includeVendorFrames"> + <div class="text-gray-500"> + <?php echo e($exception->frames()->slice($loop->index + 1)->count()); ?> vendor + frame<?php echo e($exception->frames()->slice($loop->index + 1)->count() > 1 ? 's' : ''); ?> collapsed + </div> + </div> + <?php endif; ?> + <?php endif; ?> + <?php endforeach; $__env->popLoop(); $loop = $__env->getLastLoop(); ?> + </div> + </div> +</div> +<?php /**PATH C:\laragon\www\SistemAnalisisSentimen\vendor\laravel\framework\src\Illuminate\Foundation\Providers/../resources/exceptions/renderer/components/trace.blade.php ENDPATH**/ ?> \ No newline at end of file diff --git a/storage/framework/views/efff736ac6713c641f28af9593bf95e4.php b/storage/framework/views/efff736ac6713c641f28af9593bf95e4.php new file mode 100644 index 0000000..cfca894 --- /dev/null +++ b/storage/framework/views/efff736ac6713c641f28af9593bf95e4.php @@ -0,0 +1,8 @@ +<section + <?php echo e($attributes->merge(['class' => "@container flex flex-col p-6 sm:p-12 bg-white dark:bg-gray-900/80 text-gray-900 dark:text-gray-100 rounded-lg default:col-span-full default:lg:col-span-6 default:row-span-1 dark:ring-1 dark:ring-gray-800 shadow-xl"])); ?> + +> + <?php echo e($slot); ?> + +</section> +<?php /**PATH C:\laragon\www\SistemAnalisisSentimen\vendor\laravel\framework\src\Illuminate\Foundation\Providers/../resources/exceptions/renderer/components/card.blade.php ENDPATH**/ ?> \ No newline at end of file diff --git a/storage/framework/views/f06c714e529d7b336cf1277434e6c2dc.php b/storage/framework/views/f06c714e529d7b336cf1277434e6c2dc.php new file mode 100644 index 0000000..073e6d2 --- /dev/null +++ b/storage/framework/views/f06c714e529d7b336cf1277434e6c2dc.php @@ -0,0 +1,366 @@ +<!DOCTYPE html> +<html lang="id"> +<head> +<meta charset="UTF-8"> +<meta name="viewport" content="width=device-width, initial-scale=1.0"> +<title>Login - SENTARA</title> + +<link rel="icon" type="image/png" href="<?php echo e(asset('favicon.png')); ?>"> + +<link href="https://fonts.googleapis.com/css2?family=Poppins:wght@300;400;500;600&display=swap" rel="stylesheet"> + +<style> +*{ + margin:0; + padding:0; + box-sizing:border-box; + font-family:'Poppins',sans-serif; +} + +body{ + background:#f3f5fb; + min-height:100vh; + display:flex; + align-items:center; + justify-content:center; + padding:40px; +} + +/* CONTAINER */ +.container{ + width:1350px; + max-width:100%; + height:720px; + background:#fff; + border-radius:25px; + display:flex; + overflow:hidden; + box-shadow:0 30px 80px rgba(0,0,0,0.1); +} + +/* LEFT */ +.left{ + width:50%; + padding:60px 80px; + display:flex; + flex-direction:column; + justify-content:center; +} + +/* LOGO */ +.logo{ + text-align:center; + margin-bottom:25px; +} + +.logo img{ + width:200px; +} + +/* TITLE */ +.title{ + text-align:center; + font-size:28px; + font-weight:600; +} + +.title span{ + color:#ff5c8d; +} + +.subtitle{ + text-align:center; + font-size:14px; + color:#777; + margin:12px 0 35px; +} + +/* FORM */ +.form-group{ + margin-bottom:20px; +} + +label{ + font-size:13px; + font-weight:500; +} + +input{ + width:100%; + padding:14px; + border-radius:12px; + border:1px solid #ddd; + margin-top:6px; + font-size:14px; +} + +.input-group{ + position:relative; +} + +.toggle{ + position:absolute; + right:12px; + top:14px; + cursor:pointer; +} + +.forgot{ + text-align:right; + margin-top:6px; +} + +.forgot a{ + font-size:12px; + color:#2d5be3; + text-decoration:none; +} + +/* BUTTON */ +.btn{ + width:100%; + padding:14px; + border:none; + border-radius:12px; + background:linear-gradient(90deg,#2d5be3,#4c7dff); + color:#fff; + font-weight:500; + margin-top:20px; + cursor:pointer; + transition:0.3s; +} + +.btn:hover{ + opacity:0.9; +} + +.right{ + width:50%; + position:relative; + overflow:hidden; +} + +/* GAMBAR */ +.right img{ + position:absolute; + top:0; + right:0; + width:100%; + height:100%; + object-fit:cover; + + /* SHAPE DIPERBAIKI */ + clip-path: ellipse(120% 100% at 100% 50%); +} + +/* OVERLAY */ +.overlay{ + position:absolute; + width:100%; + height:100%; + display:flex; + flex-direction:column; + align-items:center; + justify-content:center; + text-align:center; + color:#fff; + background:rgba(0,0,0,0.25); + padding:20px; + z-index:2; /* DI ATAS */ +} + +/* QUOTE */ +.quote{ + font-size:42px; + color:#ff5c8d; + margin-bottom:10px; +} + +/* TEXT */ +.overlay p{ + font-size:30px; + font-weight:500; + line-height:1.5; + max-width:420px; +} + +.overlay span{ + color:#ff5c8d; + font-weight:600; +} + +/* GARIS */ +.line{ + width:70px; + height:3px; + background:#fff; + border-radius:10px; + margin-top:18px; + position:relative; +} + +.line::after{ + content:''; + position:absolute; + width:12px; + height:12px; + border:2px solid #fff; + border-left:none; + border-top:none; + transform:rotate(-45deg); + right:-12px; + top:-5px; +} + +/* MOBILE */ +@media(max-width:900px){ + .container{ + flex-direction:column; + height:auto; + } + + .left{ + width:100%; + padding:40px; + } + + .right{ + width:100%; + height:260px; + } + + .overlay p{ + font-size:20px; + } + + .logo img{ + width:150px; + } +} + +@media(max-width:900px){ + .container{ + flex-direction:column; + height:auto; + } + + .left{ + width:100%; + padding:40px; + } + + .right{ + width:100%; + height:260px; + } + + .overlay p{ + font-size:20px; + } + + .logo img{ + width:150px; + } +} + +/* HILANGKAN ICON PASSWORD BAWAAN BROWSER */ +input[type="password"]::-ms-reveal, +input[type="password"]::-ms-clear { + display: none; +} + +input::-ms-reveal, +input::-ms-clear { + display: none; +} + +</style> +</head> + +<body> + +<div class="container"> + + <!-- LEFT --> + <div class="left"> + + <div class="logo"> + <img src="<?php echo e(asset('images/logo-sentara.png')); ?>"> + </div> + + <?php if($errors->any()): ?> + <script src="https://cdn.jsdelivr.net/npm/sweetalert2@11"></script> + + <script> + Swal.fire({ + icon: 'error', + title: 'Login Gagal', + text: 'Email atau password yang dimasukkan salah.', + confirmButtonColor: '#2d5be3' + }); + </script> + <?php endif; ?> + + <div class="title"> + Selamat Datang <span>Kembali!</span> + </div> + + <div class="subtitle"> + Login untuk mengakses Dashboard Analisis Sentimen Wisata Jember + </div> + + <form method="POST" action="<?php echo e(route('login')); ?>"> + <?php echo csrf_field(); ?> + + <div class="form-group"> + <label>Email</label> + <input type="email" name="email" placeholder="Masukkan email Anda" required> + </div> + + <div class="form-group"> + <label>Password</label> + <div class="input-group"> + <input type="password" id="password" name="password" placeholder="Masukkan password Anda" required> + <span class="toggle" onclick="togglePass()">👁</span> + </div> + + <div class="forgot"> + <a href="<?php echo e(route('password.request')); ?>">Lupa password?</a> + </div> + </div> + + <button class="btn">Login</button> + + </form> + + </div> + + <!-- RIGHT --> + <div class="right"> + + <img src="<?php echo e(asset('images/papuma.jpg')); ?>" alt="bg"> + + <div class="overlay"> + + <p> + Memahami opini,<br> + meningkatkan <span>pariwisata</span><br> + Jember. + </p> + + + </div> + + </div> + +</div> + +<script> +function togglePass(){ + let x = document.getElementById("password"); + x.type = x.type === "password" ? "text" : "password"; +} +</script> + +</body> +</html><?php /**PATH C:\laragon\www\SistemAnalisisSentimen\resources\views/auth/login.blade.php ENDPATH**/ ?> \ No newline at end of file diff --git a/storage/framework/views/f71e45552383a8f681cb76f2112991b4.php b/storage/framework/views/f71e45552383a8f681cb76f2112991b4.php new file mode 100644 index 0000000..febfb57 --- /dev/null +++ b/storage/framework/views/f71e45552383a8f681cb76f2112991b4.php @@ -0,0 +1,70 @@ +<?php if (isset($component)) { $__componentOriginal74daf2d0a9c625ad90327a6043d15980 = $component; } ?> +<?php if (isset($attributes)) { $__attributesOriginal74daf2d0a9c625ad90327a6043d15980 = $attributes; } ?> +<?php $component = Illuminate\View\AnonymousComponent::resolve(['view' => 'laravel-exceptions-renderer::components.card','data' => ['class' => 'mt-6 overflow-x-auto']] + (isset($attributes) && $attributes instanceof Illuminate\View\ComponentAttributeBag ? $attributes->all() : [])); ?> +<?php $component->withName('laravel-exceptions-renderer::card'); ?> +<?php if ($component->shouldRender()): ?> +<?php $__env->startComponent($component->resolveView(), $component->data()); ?> +<?php if (isset($attributes) && $attributes instanceof Illuminate\View\ComponentAttributeBag): ?> +<?php $attributes = $attributes->except(\Illuminate\View\AnonymousComponent::ignoredParameterNames()); ?> +<?php endif; ?> +<?php $component->withAttributes(['class' => 'mt-6 overflow-x-auto']); ?> + <div + x-data="{ + includeVendorFrames: false, + index: <?php echo e($exception->defaultFrame()); ?>, + }" + > + <div class="grid grid-cols-1 gap-6 lg:grid-cols-3" x-clock> + <?php if (isset($component)) { $__componentOriginal92c1a431b4816bac5d5a20d0fc1238ab = $component; } ?> +<?php if (isset($attributes)) { $__attributesOriginal92c1a431b4816bac5d5a20d0fc1238ab = $attributes; } ?> +<?php $component = Illuminate\View\AnonymousComponent::resolve(['view' => 'laravel-exceptions-renderer::components.trace','data' => ['exception' => $exception]] + (isset($attributes) && $attributes instanceof Illuminate\View\ComponentAttributeBag ? $attributes->all() : [])); ?> +<?php $component->withName('laravel-exceptions-renderer::trace'); ?> +<?php if ($component->shouldRender()): ?> +<?php $__env->startComponent($component->resolveView(), $component->data()); ?> +<?php if (isset($attributes) && $attributes instanceof Illuminate\View\ComponentAttributeBag): ?> +<?php $attributes = $attributes->except(\Illuminate\View\AnonymousComponent::ignoredParameterNames()); ?> +<?php endif; ?> +<?php $component->withAttributes(['exception' => \Illuminate\View\Compilers\BladeCompiler::sanitizeComponentAttribute($exception)]); ?> +<?php echo $__env->renderComponent(); ?> +<?php endif; ?> +<?php if (isset($__attributesOriginal92c1a431b4816bac5d5a20d0fc1238ab)): ?> +<?php $attributes = $__attributesOriginal92c1a431b4816bac5d5a20d0fc1238ab; ?> +<?php unset($__attributesOriginal92c1a431b4816bac5d5a20d0fc1238ab); ?> +<?php endif; ?> +<?php if (isset($__componentOriginal92c1a431b4816bac5d5a20d0fc1238ab)): ?> +<?php $component = $__componentOriginal92c1a431b4816bac5d5a20d0fc1238ab; ?> +<?php unset($__componentOriginal92c1a431b4816bac5d5a20d0fc1238ab); ?> +<?php endif; ?> + <?php if (isset($component)) { $__componentOriginala2de13eefed6710e7b4064d57c6d0e47 = $component; } ?> +<?php if (isset($attributes)) { $__attributesOriginala2de13eefed6710e7b4064d57c6d0e47 = $attributes; } ?> +<?php $component = Illuminate\View\AnonymousComponent::resolve(['view' => 'laravel-exceptions-renderer::components.editor','data' => ['exception' => $exception]] + (isset($attributes) && $attributes instanceof Illuminate\View\ComponentAttributeBag ? $attributes->all() : [])); ?> +<?php $component->withName('laravel-exceptions-renderer::editor'); ?> +<?php if ($component->shouldRender()): ?> +<?php $__env->startComponent($component->resolveView(), $component->data()); ?> +<?php if (isset($attributes) && $attributes instanceof Illuminate\View\ComponentAttributeBag): ?> +<?php $attributes = $attributes->except(\Illuminate\View\AnonymousComponent::ignoredParameterNames()); ?> +<?php endif; ?> +<?php $component->withAttributes(['exception' => \Illuminate\View\Compilers\BladeCompiler::sanitizeComponentAttribute($exception)]); ?> +<?php echo $__env->renderComponent(); ?> +<?php endif; ?> +<?php if (isset($__attributesOriginala2de13eefed6710e7b4064d57c6d0e47)): ?> +<?php $attributes = $__attributesOriginala2de13eefed6710e7b4064d57c6d0e47; ?> +<?php unset($__attributesOriginala2de13eefed6710e7b4064d57c6d0e47); ?> +<?php endif; ?> +<?php if (isset($__componentOriginala2de13eefed6710e7b4064d57c6d0e47)): ?> +<?php $component = $__componentOriginala2de13eefed6710e7b4064d57c6d0e47; ?> +<?php unset($__componentOriginala2de13eefed6710e7b4064d57c6d0e47); ?> +<?php endif; ?> + </div> + </div> + <?php echo $__env->renderComponent(); ?> +<?php endif; ?> +<?php if (isset($__attributesOriginal74daf2d0a9c625ad90327a6043d15980)): ?> +<?php $attributes = $__attributesOriginal74daf2d0a9c625ad90327a6043d15980; ?> +<?php unset($__attributesOriginal74daf2d0a9c625ad90327a6043d15980); ?> +<?php endif; ?> +<?php if (isset($__componentOriginal74daf2d0a9c625ad90327a6043d15980)): ?> +<?php $component = $__componentOriginal74daf2d0a9c625ad90327a6043d15980; ?> +<?php unset($__componentOriginal74daf2d0a9c625ad90327a6043d15980); ?> +<?php endif; ?> +<?php /**PATH C:\laragon\www\SistemAnalisisSentimen\vendor\laravel\framework\src\Illuminate\Foundation\Providers/../resources/exceptions/renderer/components/trace-and-editor.blade.php ENDPATH**/ ?> \ No newline at end of file diff --git a/storage/framework/views/f808e5b45ff9a0735aa2c22ec906831d.php b/storage/framework/views/f808e5b45ff9a0735aa2c22ec906831d.php new file mode 100644 index 0000000..b628896 --- /dev/null +++ b/storage/framework/views/f808e5b45ff9a0735aa2c22ec906831d.php @@ -0,0 +1,204 @@ +<?php $__env->startSection('content'); ?> + +<div class="max-w-7xl mx-auto px-4 md:px-0 space-y-6"> + + <!-- HEADER --> + <div class="flex items-center justify-between"> + <div> + <h2 class="text-2xl font-bold text-gray-800">Data Ulasan</h2> + <p class="text-sm text-gray-500"> + Periode aktif: <?php echo e($periodeAktif->nama ?? 'Belum ada data'); ?> + + <a href="<?php echo e(route('riwayat.index')); ?>" class="text-blue-600 hover:underline ml-2">Lihat riwayat</a> + </p> + </div> + <div class="flex flex-col md:flex-row gap-3 md:items-center"> + <form action="<?php echo e(route('ulasan.ambil')); ?>" method="POST" class="flex flex-col md:flex-row gap-3 md:items-center"> + <?php echo csrf_field(); ?> + <input type="hidden" name="redirect_to" value="ulasan"> + <input type="month" name="periode_bulan" value="<?php echo e($periodeAktif + ? $periodeAktif->tahun . '-' . str_pad($periodeAktif->bulan, 2, '0', STR_PAD_LEFT) + : now()->format('Y-m')); ?>" + class="border rounded-lg px-3 py-2 text-sm bg-white shadow-sm min-w-[150px]"> + <select name="wisata" class="border rounded-lg pl-3 pr-9 py-2 text-sm bg-white shadow-sm min-w-[220px]"> + <option value="">Semua Lokasi</option> + <?php $__currentLoopData = ($scraperDestinations ?? []); $__env->addLoop($__currentLoopData); foreach($__currentLoopData as $scraperDestination): $__env->incrementLoopIndices(); $loop = $__env->getLastLoop(); ?> + <option value="<?php echo e($scraperDestination); ?>"><?php echo e($scraperDestination); ?></option> + <?php endforeach; $__env->popLoop(); $loop = $__env->getLastLoop(); ?> + </select> + <button class="border border-blue-500 text-blue-600 px-5 py-2.5 rounded-full hover:bg-blue-50 transition"> + Ambil Data + </button> + </form> + <form action="<?php echo e(route('proses.analisis')); ?>" method="POST"> + <?php echo csrf_field(); ?> + <input type="hidden" name="periode_id" value="<?php echo e($periodeId); ?>"> + <button + <?php echo e($totalUlasan <= 0 ? 'disabled' : ''); ?> + + class="bg-blue-600 hover:bg-blue-700 text-white px-6 py-2.5 rounded-full shadow-md transition disabled:opacity-50 disabled:cursor-not-allowed"> + Proses Analisis + </button> + </form> + </div> + </div> + +</div> + + <!-- SUMMARY --> + <div class="bg-white rounded-3xl shadow p-6 mb-6 mt-5"> + <div class="grid grid-cols-1 md:grid-cols-3 gap-6"> + <div class="flex items-center gap-3"> + <div class="bg-blue-100 text-blue-600 p-3 rounded-full">📄</div> + <div> + <p class="text-xs text-gray-500">Total Ulasan</p> + <p class="font-bold text-lg"><?php echo e($totalUlasan); ?></p> + </div> + </div> + <div class="flex items-center gap-3"> + <div class="bg-green-100 text-green-600 p-3 rounded-full">📍</div> + <div> + <p class="text-xs text-gray-500">Total Wisata</p> + <p class="font-bold text-lg"><?php echo e($totalWisata); ?></p> + </div> + </div> + <div class="flex items-center gap-3"> + <div class="bg-orange-100 text-orange-600 p-3 rounded-full">📅</div> + <div> + <p class="text-xs text-gray-500">Terakhir Update</p> + <p class="text-sm font-semibold"> + <?php echo e($lastUpdate ? \Carbon\Carbon::parse($lastUpdate)->format('d M Y H:i') : '-'); ?> + + </p> + </div> + </div> + </div> + </div> + + <!-- ALERT --> + <?php if(session('success')): ?> + <div class="bg-green-100 text-green-700 px-4 py-2 rounded-lg text-sm"> + <?php echo e(session('success')); ?> + + </div> + <?php endif; ?> + <?php if(session('error')): ?> + <div class="bg-red-100 text-red-700 px-4 py-2 rounded-lg text-sm whitespace-pre-line"> + <?php echo e(session('error')); ?> + + </div> + <?php endif; ?> + + <!-- SEARCH --> + <form method="GET" action="<?php echo e(route('ulasan.index')); ?>" class="flex flex-col md:flex-row gap-3 items-center"> + <?php if(request('periode_id')): ?> + <input type="hidden" name="periode_id" value="<?php echo e(request('periode_id')); ?>"> + <?php endif; ?> + + + <input type="text" name="search" value="<?php echo e(request('search')); ?>" + placeholder="Cari ulasan atau wisata..." + class="flex-1 border px-3 py-2 rounded-lg text-sm"> + + <button class="bg-blue-500 text-white px-4 py-2 rounded-lg text-sm">Cari</button> + + <button type="button" + onclick="if (confirm('Reset akan mengosongkan semua ulasan dan hasil analisis untuk periode ini. Lanjutkan?')) document.getElementById('resetPeriodeForm').submit();" + class="bg-gray-200 px-4 py-2 rounded-lg text-sm"> + Reset + </button> + + </form> + + <?php if($periodeId): ?> + <form id="resetPeriodeForm" action="<?php echo e(route('ulasan.kosongkan-periode')); ?>" method="POST" class="hidden"> + <?php echo csrf_field(); ?> + <?php echo method_field('DELETE'); ?> + <input type="hidden" name="periode_id" value="<?php echo e($periodeId); ?>"> + </form> + <?php endif; ?> + + <!-- TABLE --> + <div class="bg-white rounded-xl shadow overflow-hidden"> + <div class="overflow-x-auto"> + <table class="w-full text-sm"> + <thead class="bg-gray-100"> + <tr> + <th class="px-4 py-3 w-[5%]">No</th> + <th class="px-4 py-3 w-[20%]">Nama Wisata</th> + <th class="px-4 py-3 w-[10%] text-center">Rating</th> + <th class="px-4 py-3 w-[45%]">Ulasan</th> + <th class="px-4 py-3 w-[20%] text-center">Tanggal</th> + </tr> + </thead> + <tbody class="divide-y"> + <?php $__empty_1 = true; $__currentLoopData = $mentah; $__env->addLoop($__currentLoopData); foreach($__currentLoopData as $i => $item): $__env->incrementLoopIndices(); $loop = $__env->getLastLoop(); $__empty_1 = false; ?> + <tr class="hover:bg-gray-50"> + <td class="px-4 py-3"><?php echo e($mentah->firstItem() + $i); ?></td> + <td class="px-4 py-3 font-medium"><?php echo e($item->wisata); ?></td> + <td class="px-4 py-3 text-center text-yellow-500"> + <?php echo e(str_repeat('★', round($item->rating))); ?> + + <span class="text-gray-500 ml-1"><?php echo e($item->rating); ?></span> + </td> + <td class="px-4 py-3"> + <div class="line-clamp-2 text-gray-600"><?php echo e($item->ulasan); ?></div> + </td> + <td class="px-4 py-3 text-center text-gray-500"> + <?php + try { + $tanggalUlasan = $item->tanggal + ? \Carbon\Carbon::parse($item->tanggal)->format('d M Y') + : '-'; + } catch (\Throwable $e) { + $tanggalUlasan = $item->tanggal ?: '-'; + } + ?> + <?php echo e($tanggalUlasan); ?> + + </td> + </tr> + <?php endforeach; $__env->popLoop(); $loop = $__env->getLastLoop(); if ($__empty_1): ?> + <tr> + <td colspan="5" class="text-center py-6 text-gray-400">Belum ada data</td> + </tr> + <?php endif; ?> + </tbody> + </table> + </div> + + <div class="p-4 flex flex-col md:flex-row gap-3 justify-between items-center text-sm text-gray-500"> + <div> + Menampilkan <?php echo e($mentah->firstItem() ?? 0); ?> - <?php echo e($mentah->lastItem() ?? 0); ?> + + dari <?php echo e($mentah->total()); ?> data + </div> + <div class="flex items-center gap-1"> + <?php if($mentah->onFirstPage()): ?> + <span class="px-3 py-1 bg-gray-200 rounded-lg">«</span> + <?php else: ?> + <a href="<?php echo e($mentah->previousPageUrl()); ?>" class="px-3 py-1 bg-gray-100 rounded-lg">«</a> + <?php endif; ?> + + <?php for($i = 1; $i <= $mentah->lastPage(); $i++): ?> + <?php if($i == $mentah->currentPage()): ?> + <span class="px-3 py-1 bg-blue-600 text-white rounded-lg"><?php echo e($i); ?></span> + <?php elseif($i <= 3 || $i > $mentah->lastPage() - 2 || abs($i - $mentah->currentPage()) <= 1): ?> + <a href="<?php echo e($mentah->url($i)); ?>" class="px-3 py-1 bg-gray-100 rounded-lg"><?php echo e($i); ?></a> + <?php elseif($i == 4 || $i == $mentah->lastPage() - 3): ?> + <span class="px-2">...</span> + <?php endif; ?> + <?php endfor; ?> + + <?php if($mentah->hasMorePages()): ?> + <a href="<?php echo e($mentah->nextPageUrl()); ?>" class="px-3 py-1 bg-gray-100 rounded-lg">»</a> + <?php else: ?> + <span class="px-3 py-1 bg-gray-200 rounded-lg">»</span> + <?php endif; ?> + </div> + </div> + </div> + +<?php $__env->stopSection(); ?> + +<?php echo $__env->make('layouts.sentara', array_diff_key(get_defined_vars(), ['__data' => 1, '__path' => 1]))->render(); ?><?php /**PATH C:\laragon\www\SistemAnalisisSentimen\resources\views/ulasan/index.blade.php ENDPATH**/ ?> \ No newline at end of file diff --git a/storage/framework/views/fb843eb1366f55ecbc0d64d0bcaf77ad.php b/storage/framework/views/fb843eb1366f55ecbc0d64d0bcaf77ad.php new file mode 100644 index 0000000..54e54e5 --- /dev/null +++ b/storage/framework/views/fb843eb1366f55ecbc0d64d0bcaf77ad.php @@ -0,0 +1,222 @@ +<?php if($standalone ?? false): ?> + + <?php $__env->startSection('content'); ?> +<?php endif; ?> + +<?php + $totalHasilAnalisis ??= $hasil->total() ?? 0; + $jumlahKelasAnalisis ??= 0; + $evaluasiTersedia = $evaluasi && $jumlahKelasAnalisis >= 2; +?> + +<div class="space-y-4"> + + + <div class="flex justify-between items-center"> + <div> + <h2 class="text-2xl font-bold">Hasil Analisis Sentimen</h2> + <p class="text-gray-500 text-sm"> + Evaluasi memakai pseudo-label dari rating/rule otomatis, bukan anotasi manual. + </p> + <?php if($totalHasilAnalisis > 0 && !$evaluasiTersedia): ?> + <p class="text-sm text-yellow-700 bg-yellow-50 border border-yellow-200 rounded-lg px-3 py-2 mt-3"> + Semua hasil hanya memiliki <?php echo e($jumlahKelasAnalisis); ?> kelas sentimen. Precision, recall, F1, dan akurasi tidak dihitung karena evaluasi klasifikasi membutuhkan minimal 2 kelas. Detail hasil analisis tetap ditampilkan di bawah. + </p> + <?php endif; ?> + </div> + </div> + + + <div class="grid grid-cols-1 md:grid-cols-4 gap-4"> + + <div class="bg-white p-5 rounded-xl shadow"> + <p class="text-gray-500 text-sm">Precision</p> + <h3 class="text-2xl font-bold text-blue-600"> + <?php echo e($evaluasiTersedia ? number_format($evaluasi->precision ?? 0, 2) : '-'); ?> + + </h3> + </div> + + <div class="bg-white p-5 rounded-xl shadow"> + <p class="text-gray-500 text-sm">Recall</p> + <h3 class="text-2xl font-bold text-green-600"> + <?php echo e($evaluasiTersedia ? number_format($evaluasi->recall ?? 0, 2) : '-'); ?> + + </h3> + </div> + + <div class="bg-white p-5 rounded-xl shadow"> + <p class="text-gray-500 text-sm">F1 Score</p> + <h3 class="text-2xl font-bold text-purple-600"> + <?php echo e($evaluasiTersedia ? number_format($evaluasi->f1_score ?? 0, 2) : '-'); ?> + + </h3> + </div> + + <div class="bg-white p-5 rounded-xl shadow"> + <p class="text-gray-500 text-sm">Akurasi</p> + <h3 class="text-2xl font-bold text-indigo-600"> + <?php echo e($evaluasiTersedia ? number_format($evaluasi->accuracy ?? 0, 2) : '-'); ?> + + </h3> + </div> + + </div> + + + + + <form id="filter-form" method="GET" action="<?php echo e(route('dashboard')); ?>" class="flex gap-2 mb-4"> + + <input type="hidden" name="tab" value="analisis"> + + <input type="hidden" name="periode_id" value="<?php echo e($periodeAktif->id ?? ''); ?>"> + + <select + name="wisata" + class="border rounded px-3 py-2" + > + + <option value="">Semua Destinasi</option> + + <?php $__currentLoopData = $wisataList; $__env->addLoop($__currentLoopData); foreach($__currentLoopData as $item): $__env->incrementLoopIndices(); $loop = $__env->getLastLoop(); ?> + + <option + value="<?php echo e($item); ?>" + <?php echo e(request('wisata') == $item ? 'selected' : ''); ?> + + > + <?php echo e($item); ?> + + </option> + + <?php endforeach; $__env->popLoop(); $loop = $__env->getLastLoop(); ?> + + </select> + + <button + type="submit" + class="bg-blue-600 text-white px-4 py-2 rounded" + > + Filter + </button> + +</form> + + + <div class="bg-white rounded-xl shadow p-4 h-fit"> + + <h3 class="font-semibold mb-4">Detail Hasil Analisis Sentimen</h3> + + <table class="w-full text-sm"> + <thead class="border-b text-left"> + <tr> + <th>No</th> + <th>Wisata</th> + <th>Ulasan Asli</th> + <th>Ulasan Bersih</th> + <th>Sentimen</th> + <th>Probabilitas</th> + </tr> + </thead> + + <tbody> + <?php $__empty_1 = true; $__currentLoopData = $hasil; $__env->addLoop($__currentLoopData); foreach($__currentLoopData as $item): $__env->incrementLoopIndices(); $loop = $__env->getLastLoop(); $__empty_1 = false; ?> + <tr class="border-b"> + <td><?php echo e(($hasil->currentPage() - 1) * $hasil->perPage() + $loop->iteration); ?></td> + <td><?php echo e($item->wisata); ?></td> + <td class="text-gray-500"><?php echo e(Str::limit($item->ulasan_asli ?? '-', 80)); ?></td> + <td><?php echo e(Str::limit($item->hasil_preprocessing ?? '-', 80)); ?></td> + <td> + <span class="px-2 py-1 rounded text-xs + <?php echo e(strtolower($item->sentimen) == 'positif' ? 'bg-green-100 text-green-600' : ''); ?> + + <?php echo e(strtolower($item->sentimen) == 'negatif' ? 'bg-red-100 text-red-600' : ''); ?> + + <?php echo e(strtolower($item->sentimen) == 'netral' ? 'bg-yellow-100 text-yellow-600' : ''); ?> + + "> + <?php echo e(ucfirst($item->sentimen)); ?> + + </span> + </td> + <td><?php echo e(number_format($item->probabilitas ?? 0, 2)); ?></td> + </tr> + <?php endforeach; $__env->popLoop(); $loop = $__env->getLastLoop(); if ($__empty_1): ?> + <tr> + <td colspan="6" class="text-center py-4 text-gray-500">Tidak ada data</td> + </tr> + <?php endif; ?> + </tbody> + </table> + + + <?php if($hasil->hasPages()): ?> + <?php + $current = $hasil->currentPage(); + $last = $hasil->lastPage(); + $query = http_build_query(request()->except('page')); + // Window 2 halaman kiri & kanan dari current + $window = collect(range(max(1, $current - 2), min($last, $current + 2))); + ?> + + <div class="mt-4 flex items-center justify-between text-sm text-gray-600"> + + + <p>Menampilkan <?php echo e($hasil->firstItem()); ?> - <?php echo e($hasil->lastItem()); ?> dari <?php echo e($hasil->total()); ?> data</p> + + + <div class="flex items-center gap-1"> + + + <?php if($hasil->onFirstPage()): ?> + <span class="px-3 py-1 rounded border bg-gray-100 text-gray-400 cursor-not-allowed">&laquo;</span> + <?php else: ?> + <a href="<?php echo e($hasil->previousPageUrl()); ?>&<?php echo e($query); ?>" class="px-3 py-1 rounded border hover:bg-blue-50 text-blue-600">&laquo;</a> + <?php endif; ?> + + + <?php if(!$window->contains(1)): ?> + <a href="<?php echo e($hasil->url(1)); ?>&<?php echo e($query); ?>" class="px-3 py-1 rounded border hover:bg-blue-50 text-blue-600">1</a> + <?php if($window->min() > 2): ?> + <span class="px-2 py-1 text-gray-400">...</span> + <?php endif; ?> + <?php endif; ?> + + + <?php $__currentLoopData = $window; $__env->addLoop($__currentLoopData); foreach($__currentLoopData as $page): $__env->incrementLoopIndices(); $loop = $__env->getLastLoop(); ?> + <?php if($page == $current): ?> + <span class="px-3 py-1 rounded border bg-blue-600 text-white font-semibold"><?php echo e($page); ?></span> + <?php else: ?> + <a href="<?php echo e($hasil->url($page)); ?>&<?php echo e($query); ?>" class="px-3 py-1 rounded border hover:bg-blue-50 text-blue-600"><?php echo e($page); ?></a> + <?php endif; ?> + <?php endforeach; $__env->popLoop(); $loop = $__env->getLastLoop(); ?> + + + <?php if(!$window->contains($last)): ?> + <?php if($window->max() < $last - 1): ?> + <span class="px-2 py-1 text-gray-400">...</span> + <?php endif; ?> + <a href="<?php echo e($hasil->url($last)); ?>&<?php echo e($query); ?>" class="px-3 py-1 rounded border hover:bg-blue-50 text-blue-600"><?php echo e($last); ?></a> + <?php endif; ?> + + + <?php if($hasil->hasMorePages()): ?> + <a href="<?php echo e($hasil->nextPageUrl()); ?>&<?php echo e($query); ?>" class="px-3 py-1 rounded border hover:bg-blue-50 text-blue-600">&raquo;</a> + <?php else: ?> + <span class="px-3 py-1 rounded border bg-gray-100 text-gray-400 cursor-not-allowed">&raquo;</span> + <?php endif; ?> + + </div> + </div> + <?php endif; ?> + + </div> + +</div> + +<?php if($standalone ?? false): ?> + <?php $__env->stopSection(); ?> +<?php endif; ?> + +<?php echo $__env->make('layouts.sentara', array_diff_key(get_defined_vars(), ['__data' => 1, '__path' => 1]))->render(); ?><?php /**PATH C:\laragon\www\SistemAnalisisSentimen\resources\views/analisis/index.blade.php ENDPATH**/ ?> \ No newline at end of file diff --git a/storage/framework/views/fc5d5071b5d09a668269efaa445d4eb5.php b/storage/framework/views/fc5d5071b5d09a668269efaa445d4eb5.php new file mode 100644 index 0000000..edf9838 --- /dev/null +++ b/storage/framework/views/fc5d5071b5d09a668269efaa445d4eb5.php @@ -0,0 +1,49 @@ +<header class="mt-3 px-5 sm:mt-10"> + <div class="py-3 dark:border-gray-900 sm:py-5"> + <div class="flex items-center justify-between"> + <div class="flex items-center"> + <div class="rounded-full bg-red-500/20 p-4 dark:bg-red-500/20"> + <svg + xmlns="http://www.w3.org/2000/svg" + fill="none" + viewBox="0 0 24 24" + stroke-width="1.5" + stroke="currentColor" + class="h-6 w-6 fill-red-500 text-gray-50 dark:text-gray-950" + > + <path stroke-linecap="round" stroke-linejoin="round" d="M12 9v3.75m9-.75a9 9 0 1 1-18 0 9 9 0 0 1 18 0Zm-9 3.75h.008v.008H12v-.008Z" /> + </svg> + </div> + + <span class="text-dark ml-3 text-2xl font-bold dark:text-white sm:text-3xl"> + <?php echo e($exception->title()); ?> + + </span> + </div> + + <div class="flex items-center gap-3 sm:gap-6"> + <?php if (isset($component)) { $__componentOriginal9b6ddd2809dd60ece07dfaf1f3ef876f = $component; } ?> +<?php if (isset($attributes)) { $__attributesOriginal9b6ddd2809dd60ece07dfaf1f3ef876f = $attributes; } ?> +<?php $component = Illuminate\View\AnonymousComponent::resolve(['view' => 'laravel-exceptions-renderer::components.theme-switcher','data' => []] + (isset($attributes) && $attributes instanceof Illuminate\View\ComponentAttributeBag ? $attributes->all() : [])); ?> +<?php $component->withName('laravel-exceptions-renderer::theme-switcher'); ?> +<?php if ($component->shouldRender()): ?> +<?php $__env->startComponent($component->resolveView(), $component->data()); ?> +<?php if (isset($attributes) && $attributes instanceof Illuminate\View\ComponentAttributeBag): ?> +<?php $attributes = $attributes->except(\Illuminate\View\AnonymousComponent::ignoredParameterNames()); ?> +<?php endif; ?> +<?php $component->withAttributes([]); ?> +<?php echo $__env->renderComponent(); ?> +<?php endif; ?> +<?php if (isset($__attributesOriginal9b6ddd2809dd60ece07dfaf1f3ef876f)): ?> +<?php $attributes = $__attributesOriginal9b6ddd2809dd60ece07dfaf1f3ef876f; ?> +<?php unset($__attributesOriginal9b6ddd2809dd60ece07dfaf1f3ef876f); ?> +<?php endif; ?> +<?php if (isset($__componentOriginal9b6ddd2809dd60ece07dfaf1f3ef876f)): ?> +<?php $component = $__componentOriginal9b6ddd2809dd60ece07dfaf1f3ef876f; ?> +<?php unset($__componentOriginal9b6ddd2809dd60ece07dfaf1f3ef876f); ?> +<?php endif; ?> + </div> + </div> + </div> +</header> +<?php /**PATH C:\laragon\www\SistemAnalisisSentimen\vendor\laravel\framework\src\Illuminate\Foundation\Providers/../resources/exceptions/renderer/components/navigation.blade.php ENDPATH**/ ?> \ No newline at end of file

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