From 619ad8960d195dc271a9a66a30ce87532512d6c1 Mon Sep 17 00:00:00 2001 From: MufridaFaraDiani27 Date: Sun, 14 Jun 2026 11:01:18 +0700 Subject: [PATCH] perubahan labeling --- app/Http/Controllers/AnalisisController.php | 32 +- .../Controllers/RekomendasiController.php | 300 +++--- app/Http/Controllers/UlasanController.php | 81 +- resources/views/analisis/index.blade.php | 4 +- scraper/analisis.py | 934 ++++++++++++++---- scraper/model/model_sentiment.pkl | Bin 143110 -> 280751 bytes scraper/model/tfidf_vectorizer.pkl | Bin 102543 -> 203679 bytes .../fb843eb1366f55ecbc0d64d0bcaf77ad.php | 4 +- storage/models/model_periode_20.pkl | Bin 3863 -> 10015 bytes storage/models/model_sentiment.pkl | Bin 0 -> 280751 bytes storage/models/tfidf_vectorizer.pkl | Bin 0 -> 203679 bytes storage/models/vectorizer_periode_20.pkl | Bin 3415 -> 6503 bytes 12 files changed, 955 insertions(+), 400 deletions(-) create mode 100644 storage/models/model_sentiment.pkl create mode 100644 storage/models/tfidf_vectorizer.pkl diff --git a/app/Http/Controllers/AnalisisController.php b/app/Http/Controllers/AnalisisController.php index 66ac2c2..f045bf1 100644 --- a/app/Http/Controllers/AnalisisController.php +++ b/app/Http/Controllers/AnalisisController.php @@ -10,7 +10,6 @@ class AnalisisController extends Controller { public function index(Request $request) { - ; $periodeList = DB::table('periode_analisis as p') ->whereExists(function ($q) { $q->select(DB::raw(1)) @@ -22,15 +21,17 @@ public function index(Request $request) ->get(); $availablePeriodeIds = $periodeList->pluck('id')->map(fn($id) => (string) $id); + $periodeAktif = $request->periode_id && $availablePeriodeIds->contains((string) $request->periode_id) ? $periodeList->firstWhere('id', (int) $request->periode_id) : $periodeList->first(); + $periodeId = $periodeAktif->id ?? null; - // Evaluasi ini berbasis pseudo-label dari rating/rule otomatis. + // Evaluasi ini berbasis pseudo-label dari rating/rule otomatis $evaluasi = DB::table('evaluasi_model') ->when($periodeId, fn($q) => $q->where('periode_id', $periodeId)) - ->latest() + ->orderByDesc('id') ->first(); $jumlahKelasAnalisis = DB::table('hasil_analisis') @@ -43,21 +44,30 @@ public function index(Request $request) ->count(); // Dropdown wisata - $wisataList = HasilAnalisis::select('wisata') + $wisataList = HasilAnalisis::query() + ->select('wisata') ->when($periodeId, fn($q) => $q->where('periode_id', $periodeId)) ->distinct() ->pluck('wisata'); // Query hasil analisis dengan filter - $query = HasilAnalisis::query(); - $query->when($periodeId, fn($q) => $q->where('periode_id', $periodeId)); + // Diurutkan berdasarkan tanggal ulasan terbaru dari tabel ulasan + $query = HasilAnalisis::query() + ->leftJoin('ulasan as u', 'hasil_analisis.ulasan_id', '=', 'u.id') + ->select('hasil_analisis.*'); + + $query->when($periodeId, fn($q) => $q->where('hasil_analisis.periode_id', $periodeId)); if ($request->filled('wisata')) { - $query->where('wisata', $request->wisata); + $query->where('hasil_analisis.wisata', $request->wisata); } - $hasil = $query->orderBy('created_at', 'desc')->paginate(10); - + $hasil = $query + ->orderByRaw('COALESCE(u.tanggal, hasil_analisis.created_at) DESC') + ->orderBy('hasil_analisis.id', 'desc') + ->paginate(10) + ->withQueryString(); + $standalone = true; return view('analisis.index', compact( @@ -67,8 +77,8 @@ public function index(Request $request) 'standalone', 'jumlahKelasAnalisis', 'totalHasilAnalisis', - 'periodeAktif', // ← tambahkan - 'periodeList', // ← tambahkan + 'periodeAktif', + 'periodeList' )); } } \ No newline at end of file diff --git a/app/Http/Controllers/RekomendasiController.php b/app/Http/Controllers/RekomendasiController.php index 7b47a55..004641b 100644 --- a/app/Http/Controllers/RekomendasiController.php +++ b/app/Http/Controllers/RekomendasiController.php @@ -22,26 +22,25 @@ class RekomendasiController extends Controller 'tip' => 'Tambah tempat sampah & jadwal pembersihan rutin.', ], ], - 'Aksesibilitas' => [ - // FIX: diperluas — sebelumnya hanya mencakup parkir, - // sekarang mencakup akses jalan, transportasi, dan kemudahan mencapai lokasi + 'Parkir' => [ 'keywords' => [ - 'parkir', 'lahan parkir', 'tempat parkir', 'parkiran', 'motor', 'mobil', - 'jalan', 'akses', 'transportasi', 'jalur', 'tanjakan', - 'turunan', 'sempit', 'jauh', 'susah', 'sulit', 'capek', - 'angkutan', 'ojek', 'kendaraan', 'macet', + // FIX: hapus 'motor', 'mobil', 'kendaraan' — terlalu ambigu, + // sering muncul dalam konteks "harga tiket kendaraan" bukan keluhan parkir. + // Hanya gunakan frasa yang secara spesifik merujuk pada area/masalah parkir. + 'parkir', 'lahan parkir', 'tempat parkir', 'parkiran', + 'bayar parkir', 'tarif parkir', 'biaya parkir', + 'jukir', 'tukang parkir', 'penjaga parkir', 'petugas parkir', + 'palak parkir', 'pungli parkir', ], 'color' => 'orange', 'icon' => '🚗', 'saran' => [ - 'actions' => ['Penataan area parkir', 'Perbaikan akses jalan', 'Penambahan transportasi umum'], - 'dampak' => 'Mengurangi keluhan aksesibilitas', - 'tip' => 'Sistem parkir lebih rapi dan akses jalan diperbaiki.', + 'actions' => ['Penataan area parkir', 'Tarif transparan', 'Petugas lebih ramah'], + 'dampak' => 'Mengurangi keluhan', + 'tip' => 'Sistem parkir lebih rapi dan tarif jelas.', ], ], - // FIX: nama diganti dari 'Harga / Tiket' → 'HTM' - // agar konsisten dengan parameter TA (Harga Tiket Masuk) - 'HTM' => [ + 'Harga / Tiket' => [ 'keywords' => [ 'mahal', 'harga', 'tiket', 'bayar', 'biaya', 'tarif', 'murah', 'terjangkau', 'htm', 'retribusi', 'pungli', @@ -64,6 +63,16 @@ class RekomendasiController extends Controller 'tip' => 'Fasilitas lengkap & terawat meningkatkan kepuasan.', ], ], + 'Keramaian' => [ + 'keywords' => ['ramai', 'antri', 'penuh', 'sesak', 'macet', 'padat', 'berdesakan', 'keramaian', 'pengunjung banyak'], + 'color' => 'blue', + 'icon' => '👥', + 'saran' => [ + 'actions' => ['Terapkan sistem reservasi', 'Batasi kapasitas pengunjung', 'Tambah jalur masuk'], + 'dampak' => 'Kenyamanan kunjungan meningkat', + 'tip' => 'Manajemen kapasitas pengunjung lebih baik.', + ], + ], ]; public function index(Request $request) @@ -74,11 +83,7 @@ public function index(Request $request) ->distinct() ->pluck('wisata'); - // --- 2. Query dengan filter destinasi & periode --- - $queryAll = HasilAnalisis::query(); - $queryFilter = HasilAnalisis::query(); - - // Resolve periode dari request (periode_bulan atau periode_id) + // --- 2. Resolve periode --- $periodeId = null; if ($request->filled('periode_id')) { $periodeId = (int) $request->periode_id; @@ -91,7 +96,6 @@ public function index(Request $request) $periodeId = $periodeRow?->id; } - // Kalau tidak ada periode di request → pakai periode bulan ini if (!$periodeId) { $periodeRow = DB::table('periode_analisis') ->where('bulan', now()->month) @@ -100,6 +104,10 @@ public function index(Request $request) $periodeId = $periodeRow?->id; } + // --- 3. Query builder --- + $queryAll = HasilAnalisis::query(); + $queryFilter = HasilAnalisis::query(); + if ($periodeId) { $queryAll->where('periode_id', $periodeId); $queryFilter->where('periode_id', $periodeId); @@ -109,172 +117,73 @@ public function index(Request $request) $queryFilter->where('wisata', $request->destinasi); } - // --- 3. Hitung total & sentimen --- - $totalUlasan = $queryFilter->count(); - $totalNegatif = (clone $queryFilter)->where('sentimen', 'negatif')->count(); - $totalPositif = (clone $queryFilter)->where('sentimen', 'positif')->count(); - $totalNetral = (clone $queryFilter)->where('sentimen', 'netral')->count(); + // --- 4. Hitung total & sentimen --- + $totalUlasan = $queryFilter->count(); + $totalNegatif = (clone $queryFilter)->where('sentimen', 'negatif')->count(); + $totalPositif = (clone $queryFilter)->where('sentimen', 'positif')->count(); + $totalNetral = (clone $queryFilter)->where('sentimen', 'netral')->count(); - $persenNegatif = $totalUlasan > 0 ? round(($totalNegatif / $totalUlasan) * 100, 2) : 0; - $persenPositif = $totalUlasan > 0 ? round(($totalPositif / $totalUlasan) * 100) : 0; - $persenNetral = $totalUlasan > 0 ? round(($totalNetral / $totalUlasan) * 100) : 0; - $tingkatKepuasan = $persenPositif; + $persenNegatif = $totalUlasan > 0 ? round(($totalNegatif / $totalUlasan) * 100, 2) : 0; + $persenPositif = $totalUlasan > 0 ? round(($totalPositif / $totalUlasan) * 100) : 0; + $persenNetral = $totalUlasan > 0 ? round(($totalNetral / $totalUlasan) * 100) : 0; + $tingkatKepuasan = $persenPositif; - // --- 3a. Statistik destinasi --- - $totalDestinasiAnalisis = $queryAll->distinct('wisata')->count('wisata'); + // --- 5. Statistik destinasi & periode --- + $totalDestinasiAnalisis = (clone $queryAll)->distinct('wisata')->count('wisata'); $totalDestinasiBerkeluhan = (clone $queryAll)->where('sentimen', 'negatif') ->distinct('wisata')->count('wisata'); - // --- 3b. Periode aktif --- $periodeAktif = $periodeId ? DB::table('periode_analisis')->find($periodeId) : null; - // Label kepuasan $labelKepuasan = match(true) { $tingkatKepuasan >= 80 => 'Baik', $tingkatKepuasan >= 60 => 'Sedang', default => 'Kurang', }; - // --- 4. Ambil ulasan negatif & bersihkan teks --- - // FIX: fallback ke kolom 'ulasan' jika 'ulasan_bersih' tidak tersedia - $ulasanNegatif = (clone $queryFilter) - ->where('sentimen', 'negatif') - ->get(['ulasan_bersih', 'ulasan']) - ->map(fn($r) => $r->ulasan_bersih ?? $r->ulasan ?? '') - ->filter() - ->toArray(); + // ========================================================= + // PERBAIKAN UTAMA: Hitung isu per ulasan (bukan per keyword) + // Logika: 1 ulasan dihitung 1x untuk setiap kategori yang + // keyword-nya ditemukan dalam teks ulasan tersebut. + // Persentase = jumlah_ulasan_mengandung_kategori / total_ulasan_sentimen × 100 + // ========================================================= - $text = strtolower(implode(' ', $ulasanNegatif)); - $words = array_filter(preg_split('/\s+/', $text)); + $isuNegatif = $this->hitungIsuPerUlasan( + (clone $queryFilter)->where('sentimen', 'negatif')->get(['ulasan_bersih', 'ulasan_asli']), + $totalNegatif + ); - // --- 5. Rule-based: hitung skor tiap kategori isu --- - $issueSkor = []; - $issueWords = []; // kata dominan per kategori + $isuNetral = $this->hitungIsuPerUlasan( + (clone $queryFilter)->where('sentimen', 'netral')->get(['ulasan_bersih', 'ulasan_asli']), + $totalNetral + ); - foreach ($this->issueRules as $kategori => $rule) { - $skor = 0; - $matchWords = []; + $isuPositif = $this->hitungIsuPerUlasan( + (clone $queryFilter)->where('sentimen', 'positif')->get(['ulasan_bersih', 'ulasan_asli']), + $totalPositif + ); - foreach ($rule['keywords'] as $kw) { - $count = substr_count($text, $kw); - if ($count > 0) { - $skor += $count; - $matchWords[$kw] = $count; - } - } + // isuUtama = sama dengan isuNegatif (untuk kompatibilitas variabel lama) + $isuUtama = $isuNegatif; - $issueSkor[$kategori] = $skor; - $issueWords[$kategori] = $matchWords; - } - - // Urutkan berdasarkan skor tertinggi - arsort($issueSkor); - - $totalSkorIsu = array_sum($issueSkor) ?: 1; // hindari division by zero - - // --- 6. Isu utama (top 5) dengan persentase --- - $isuUtama = []; - foreach (array_slice($issueSkor, 0, 5, true) as $nama => $skor) { - $isuUtama[] = [ - 'nama' => $nama, - 'skor' => $skor, - 'persen' => round(($skor / $totalSkorIsu) * 100), - 'color' => $this->issueRules[$nama]['color'], - 'icon' => $this->issueRules[$nama]['icon'], - ]; - } - - // --- 6a. Isu negatif (untuk kolom tabel negatif di tampilan) --- - $isuNegatif = []; - foreach (array_slice($issueSkor, 0, 5, true) as $nama => $skor) { - $isuNegatif[] = [ - 'nama' => $nama, - 'skor' => $skor, - 'persen' => round(($skor / $totalSkorIsu) * 100), - 'color' => $this->issueRules[$nama]['color'], - 'icon' => $this->issueRules[$nama]['icon'], - ]; - } - - // --- 6b. Isu netral (rule-based dari ulasan netral) --- - $ulasanNetral = (clone $queryFilter) - ->where('sentimen', 'netral') - ->get(['ulasan_bersih', 'ulasan']) - ->map(fn($r) => $r->ulasan_bersih ?? $r->ulasan ?? '') - ->filter() - ->toArray(); - - $textNetral = strtolower(implode(' ', $ulasanNetral)); - $skorNetral = []; - foreach ($this->issueRules as $kategori => $rule) { - $skor = 0; - foreach ($rule['keywords'] as $kw) { - $skor += substr_count($textNetral, $kw); - } - $skorNetral[$kategori] = $skor; - } - arsort($skorNetral); - $totalSkorNetral = array_sum($skorNetral) ?: 1; - - $isuNetral = []; - foreach (array_slice($skorNetral, 0, 5, true) as $nama => $skor) { - $isuNetral[] = [ - 'nama' => $nama, - 'skor' => $skor, - 'persen' => round(($skor / $totalSkorNetral) * 100), - 'color' => $this->issueRules[$nama]['color'], - 'icon' => $this->issueRules[$nama]['icon'], - ]; - } - - // --- 6c. Isu positif (rule-based dari ulasan positif) --- - $ulasanPositif = (clone $queryFilter) - ->where('sentimen', 'positif') - ->get(['ulasan_bersih', 'ulasan']) - ->map(fn($r) => $r->ulasan_bersih ?? $r->ulasan ?? '') - ->filter() - ->toArray(); - - $textPositif = strtolower(implode(' ', $ulasanPositif)); - $skorPositif = []; - foreach ($this->issueRules as $kategori => $rule) { - $skor = 0; - foreach ($rule['keywords'] as $kw) { - $skor += substr_count($textPositif, $kw); - } - $skorPositif[$kategori] = $skor; - } - arsort($skorPositif); - $totalSkorPositif = array_sum($skorPositif) ?: 1; - - $isuPositif = []; - foreach (array_slice($skorPositif, 0, 5, true) as $nama => $skor) { - $isuPositif[] = [ - 'nama' => $nama, - 'skor' => $skor, - 'persen' => round(($skor / $totalSkorPositif) * 100), - 'color' => $this->issueRules[$nama]['color'], - 'icon' => $this->issueRules[$nama]['icon'], - ]; - } - - // --- 7. Isu dominan (ranking 1) --- - // FIX: guard jika tidak ada ulasan negatif sama sekali - if (empty($isuUtama) || $isuUtama[0]['skor'] === 0) { + // --- 6. Isu dominan & prioritas rekomendasi --- + if (empty($isuNegatif) || ($isuNegatif[0]['jumlah'] ?? 0) === 0) { $isuDominan = 'Tidak ada keluhan'; $isuDominanPersen = 0; $prioritas = []; $saranPerbaikan = []; } else { - $isuDominan = $isuUtama[0]['nama']; - $isuDominanPersen = $isuUtama[0]['persen']; + $isuDominan = $isuNegatif[0]['nama']; + $isuDominanPersen = $isuNegatif[0]['persen']; - // --- 9. Prioritas rekomendasi (top 3 isu) --- + // Prioritas: top 3 isu negatif berdasarkan jumlah ulasan $prioritas = []; - $rank = 1; - foreach (array_slice($issueSkor, 0, 3, true) as $nama => $skor) { + $rank = 1; + foreach (array_slice($isuNegatif, 0, 3) as $isu) { + if ($isu['jumlah'] === 0) break; + $nama = $isu['nama']; $prioritas[] = [ 'rank' => $rank++, 'nama' => $nama, @@ -282,12 +191,15 @@ public function index(Request $request) 'actions' => $this->issueRules[$nama]['saran']['actions'], 'dampak' => $this->issueRules[$nama]['saran']['dampak'], 'color' => $this->issueRules[$nama]['color'], + 'jumlah' => $isu['jumlah'], + 'persen' => $isu['persen'], ]; } - // --- 10. Saran perbaikan (top 3) --- $saranPerbaikan = []; - foreach (array_slice($issueSkor, 0, 3, true) as $nama => $skor) { + foreach (array_slice($isuNegatif, 0, 3) as $isu) { + if ($isu['jumlah'] === 0) break; + $nama = $isu['nama']; $saranPerbaikan[] = [ 'nama' => 'Perbaikan ' . $nama, 'tip' => $this->issueRules[$nama]['saran']['tip'], @@ -296,7 +208,17 @@ public function index(Request $request) } } - // --- 8. Kata kunci dominan (global, top 10, filter stopword) --- + // --- 7. Kata kunci dominan dari ulasan negatif --- + $ulasanNegatifTeks = (clone $queryFilter) + ->where('sentimen', 'negatif') + ->get(['ulasan_bersih', 'ulasan_asli']) + ->map(fn($r) => $r->ulasan_bersih ?? $r->ulasan_asli ?? '') + ->filter() + ->toArray(); + + $textNegatif = strtolower(implode(' ', $ulasanNegatifTeks)); + $words = array_filter(preg_split('/\s+/', $textNegatif)); + $stopwords = [ 'yang', 'dan', 'di', 'ke', 'dari', 'untuk', 'dengan', 'ini', 'itu', 'tidak', 'ada', 'juga', 'sangat', 'lebih', @@ -309,15 +231,12 @@ public function index(Request $request) foreach ($stopwords as $sw) { unset($freq[$sw]); } - // filter kata pendek (< 3 karakter) foreach (array_keys($freq) as $w) { if (mb_strlen($w) < 3) unset($freq[$w]); } - arsort($freq); $kataDominan = array_slice($freq, 0, 10, true); - // --- 11. Filter destinasi yang sedang aktif --- $destinasiAktif = $request->input('destinasi', 'Semua Destinasi'); return view('rekomendasi.index', compact( @@ -347,4 +266,57 @@ public function index(Request $request) 'prioritas', )); } + + /** + * Hitung isu per ulasan — BENAR. + * + * Setiap ulasan hanya dihitung SATU KALI per kategori meski + * keyword-nya muncul berkali-kali dalam satu ulasan yang sama. + * Persentase = (jumlah ulasan mengandung kategori / total ulasan) × 100 + * + * @param \Illuminate\Support\Collection $ulasanCollection hasil ->get(['ulasan_bersih','ulasan_asli']) + * @param int $totalUlasan total ulasan pada sentimen yang sama + * @return array top-5 isu, sudah diurutkan dari tertinggi + */ + private function hitungIsuPerUlasan($ulasanCollection, int $totalUlasan): array + { + // Siapkan teks tiap ulasan (fallback ke ulasan_asli jika ulasan_bersih kosong) + $teksUlasan = $ulasanCollection + ->map(fn($r) => strtolower($r->ulasan_bersih ?? $r->ulasan_asli ?? '')) + ->filter() + ->values(); + + // Hitung berapa ulasan yang menyebut tiap kategori + $jumlahPerKategori = []; + foreach ($this->issueRules as $kategori => $rule) { + $jumlah = 0; + foreach ($teksUlasan as $teks) { + foreach ($rule['keywords'] as $kw) { + if (str_contains($teks, $kw)) { + $jumlah++; + break; // 1 ulasan dihitung 1x per kategori + } + } + } + $jumlahPerKategori[$kategori] = $jumlah; + } + + // Urutkan dari terbanyak + arsort($jumlahPerKategori); + + // Bangun array hasil top-5 + $hasil = []; + foreach (array_slice($jumlahPerKategori, 0, 5, true) as $nama => $jumlah) { + $persen = $totalUlasan > 0 ? round(($jumlah / $totalUlasan) * 100) : 0; + $hasil[] = [ + 'nama' => $nama, + 'jumlah' => $jumlah, + 'persen' => $persen, + 'color' => $this->issueRules[$nama]['color'], + 'icon' => $this->issueRules[$nama]['icon'], + ]; + } + + return $hasil; + } } \ No newline at end of file diff --git a/app/Http/Controllers/UlasanController.php b/app/Http/Controllers/UlasanController.php index c8d45ce..f545777 100644 --- a/app/Http/Controllers/UlasanController.php +++ b/app/Http/Controllers/UlasanController.php @@ -309,37 +309,64 @@ public function kosongkanPeriode(Request $request) ->with('success', 'Data ulasan, hasil analisis, dan evaluasi untuk periode ini sudah dikosongkan.'); } - public function analisisData(Request $request) - { - $this->allowLongRunningRequest(); + public function analisisData(Request $request) +{ + $this->allowLongRunningRequest(); - $periodeId = $request->input('periode_id') - ?: DB::table('ulasan')->max('periode_id'); + $periodeId = $request->input('periode_id') + ?: DB::table('ulasan')->max('periode_id'); - if (!$periodeId) { - return redirect()->route('ulasan.index') - ->with('error', 'Analisis gagal: belum ada ulasan. Jalankan Ambil Data terlebih dahulu.'); - } - - $totalUlasan = DB::table('ulasan')->where('periode_id', $periodeId)->count(); - if ($totalUlasan === 0) { - return redirect()->route('ulasan.index', ['periode_id' => $periodeId]) - ->with('error', 'Analisis gagal: belum ada ulasan pada periode yang dipilih.'); - } - - $analisis = $this->runPythonScript(base_path('scraper/analisis.py'), 900, [ - '--periode-id', (string) $periodeId, - ]); - - if (!$analisis['success']) { - return redirect()->route('ulasan.index') - ->with('error', 'Analisis gagal: ' . $analisis['output']); - } - - return redirect()->route('dashboard', ['periode_id' => $periodeId, 'tab' => 'analisis']) - ->with('success', 'Analisis berhasil dijalankan.'); + if (!$periodeId) { + return redirect()->route('ulasan.index') + ->with('error', 'Analisis gagal: belum ada ulasan. Jalankan Ambil Data terlebih dahulu.'); } + $totalUlasan = DB::table('ulasan') + ->where('periode_id', $periodeId) + ->count(); + + if ($totalUlasan === 0) { + return redirect()->route('ulasan.index', ['periode_id' => $periodeId]) + ->with('error', 'Analisis gagal: belum ada ulasan pada periode yang dipilih.'); + } + + // Cek apakah masih ada ulasan baru yang belum dianalisis + $totalUlasanBaru = DB::table('ulasan as u') + ->where('u.periode_id', $periodeId) + ->whereNotNull('u.ulasan') + ->whereRaw("TRIM(u.ulasan) != ''") + ->whereRaw("TRIM(u.ulasan) != '0'") + ->where('u.ulasan', 'not like', '%[Tanpa teks]%') + ->whereRaw("CHAR_LENGTH(TRIM(u.ulasan)) >= 3") + ->whereNotExists(function ($q) { + $q->select(DB::raw(1)) + ->from('hasil_analisis as h') + ->whereColumn('h.ulasan_id', 'u.id'); + }) + ->count(); + + if ($totalUlasanBaru === 0) { + return redirect()->route('dashboard', [ + 'periode_id' => $periodeId, + 'tab' => 'analisis' + ])->with('error', 'Tidak ada data baru yang dapat dianalisis. Semua ulasan pada periode ini sudah dianalisis atau tidak memiliki teks ulasan yang layak dianalisis.'); + } + + $analisis = $this->runPythonScript(base_path('scraper/analisis.py'), 900, [ + '--periode-id', (string) $periodeId, + ]); + + if (!$analisis['success']) { + return redirect()->route('ulasan.index') + ->with('error', 'Analisis gagal: ' . $analisis['output']); + } + + return redirect()->route('dashboard', [ + 'periode_id' => $periodeId, + 'tab' => 'analisis' + ])->with('success', $totalUlasanBaru . ' ulasan baru berhasil dianalisis.'); +} + // private function runPythonScript(string $scriptPath, int $timeout, array $arguments = []): array // { // $this->allowLongRunningRequest(); diff --git a/resources/views/analisis/index.blade.php b/resources/views/analisis/index.blade.php index b9961fd..5ed453b 100644 --- a/resources/views/analisis/index.blade.php +++ b/resources/views/analisis/index.blade.php @@ -15,9 +15,7 @@

Hasil Analisis Sentimen

-

- Evaluasi memakai pseudo-label dari rating/rule otomatis, bukan anotasi manual. -

+ @if($totalHasilAnalisis > 0 && !$evaluasiTersedia)

Semua hasil hanya memiliki {{ $jumlahKelasAnalisis }} kelas sentimen. Precision, recall, F1, dan akurasi tidak dihitung karena evaluasi klasifikasi membutuhkan minimal 2 kelas. Detail hasil analisis tetap ditampilkan di bawah. diff --git a/scraper/analisis.py b/scraper/analisis.py index e3fec8d..22bf13f 100644 --- a/scraper/analisis.py +++ b/scraper/analisis.py @@ -1,3 +1,521 @@ +# # -*- coding: utf-8 -*- +# import argparse +# import os +# import re +# import sys +# import sqlite3 +# from pathlib import Path +# from urllib.parse import quote_plus +# import joblib + +# import pandas as pd +# import pymysql +# from sqlalchemy import create_engine + +# from sklearn.feature_extraction.text import TfidfVectorizer +# from sklearn.metrics import accuracy_score, classification_report +# from sklearn.model_selection import train_test_split +# from sklearn.naive_bayes import ComplementNB + +# from Sastrawi.Stemmer.StemmerFactory import StemmerFactory +# from Sastrawi.StopWordRemover.StopWordRemoverFactory import StopWordRemoverFactory + +# sys.stdout.reconfigure(encoding="utf-8") +# sys.stderr.reconfigure(encoding="utf-8") + +# BASE_DIR = Path(__file__).resolve().parents[1] + + +# def log(level, message): +# print(f"[{level}] {message}", flush=True) + + +# def fail(message, code=1): +# log("ERROR", message) +# sys.exit(code) + + +# def parse_args(): +# parser = argparse.ArgumentParser(description="Analisis sentimen ulasan untuk satu periode.") +# parser.add_argument("--periode-id", type=int, help="ID periode yang dianalisis. Default: periode terbaru.") +# return parser.parse_args() + + +# def read_laravel_env(): +# env = {} +# env_file = BASE_DIR / ".env" +# if not env_file.exists(): +# return env + +# for line in env_file.read_text(encoding="utf-8").splitlines(): +# line = line.strip() +# if not line or line.startswith("#") or "=" not in line: +# continue +# key, value = line.split("=", 1) +# value = value.strip().strip('"').strip("'") +# env.setdefault(key.strip(), value) + +# return env + + +# def env_value(env, key, default=""): +# value = os.getenv(key, env.get(key, default)) +# if value in {None, "", "null", "None"}: +# return default +# return value + + +# def db_config(): +# env = read_laravel_env() +# connection = env_value(env, "DB_CONNECTION", "mysql") + +# if connection == "sqlite": +# database = env_value(env, "DB_DATABASE", str(BASE_DIR / "database" / "database.sqlite")) +# database_path = Path(database) +# if not database_path.is_absolute(): +# database_path = BASE_DIR / database + +# return { +# "connection": connection, +# "database": str(database_path), +# } + +# if connection not in {"mysql", "mariadb"}: +# fail(f"DB_CONNECTION={connection} belum didukung oleh analisis.py. Gunakan sqlite/mysql/mariadb.") + +# return { +# "connection": connection, +# "host": env_value(env, "DB_HOST", "127.0.0.1"), +# "port": int(env_value(env, "DB_PORT", "3306")), +# "database": env_value(env, "DB_DATABASE", "sistem_analisis"), +# "user": env_value(env, "DB_USERNAME", "root"), +# "password": env_value(env, "DB_PASSWORD", ""), +# } + + +# def make_connections(config): +# if config["connection"] == "sqlite": +# engine = create_engine(f"sqlite:///{config['database']}") +# conn = sqlite3.connect(config["database"]) +# conn.row_factory = sqlite3.Row +# return engine, conn + +# engine_url = ( +# "mysql+pymysql://" +# f"{quote_plus(config['user'])}:{quote_plus(config['password'])}" +# f"@{config['host']}:{config['port']}/{config['database']}?charset=utf8mb4" +# ) +# engine = create_engine(engine_url) +# conn = pymysql.connect( +# host=config["host"], +# port=config["port"], +# user=config["user"], +# password=config["password"], +# database=config["database"], +# charset="utf8mb4", +# cursorclass=pymysql.cursors.DictCursor, +# ) +# return engine, conn + + +# def is_sqlite_connection(conn): +# return isinstance(conn, sqlite3.Connection) + + +# def prepare_sql(conn, sql): +# if is_sqlite_connection(conn): +# return sql.replace("%s", "?").replace("NOW()", "CURRENT_TIMESTAMP") +# return sql + + +# def execute(cursor, conn, sql, params=()): +# cursor.execute(prepare_sql(conn, sql), params) + + +# def table_columns(cursor, conn, table): +# if is_sqlite_connection(conn): +# cursor.execute(f"PRAGMA table_info({table})") +# return {row["name"] for row in cursor.fetchall()} + +# cursor.execute(f"SHOW COLUMNS FROM {table}") +# return {row["Field"] for row in cursor.fetchall()} + + +# SLANG_MAP = { +# "ga": "tidak", +# "gak": "tidak", +# "gk": "tidak", +# "nggak": "tidak", +# "ngga": "tidak", +# "ngak": "tidak", +# "bgt": "banget", +# "yg": "yang", +# "tp": "tapi", +# } + +# POSITIF_WORDS = { +# "bagus","indah","cantik","keren","mantap","asri","bersih","nyaman","rapi", +# "adem","sejuk","segar","menarik","spektakuler","eksotis","unik","istimewa", +# "menakjubkan","memukau","asyik","asik","senang","puas","suka","happy", +# "enjoy","bahagia","menyenangkan","seru","recommended","rekomendasi","wajib", +# "worth","memuaskan","healing","josss","joss","sip","lengkap","terawat", +# "baik","oke","ramah","murah","terjangkau","luas","teduh","view","sunset", +# "sunrise","jernih","bening","enak","lezat","amazing","beautiful","great", +# "nice","good","perfect","best","lovely","wonderful","fantastic","awesome", +# } + +# NEGATIF_WORDS = { +# "kotor","jorok","jelek","buruk","rusak","kumuh","sempit","parah","payah", +# "berantakan","mengecewakan","kecewa","nyesel","menyesal","bocor","mati", +# "gelap","bau","busuk","pengap","mahal","kemahalan","lambat","antri","macet", +# "sesak","penuh","berebut","kasar","jutek","cuek","berbahaya","bahaya", +# "licin","curam","sampah","tidak puas","kapok","ogah","zonk","tipu","pungli", +# } + + +# stemmer = StemmerFactory().create_stemmer() +# stopwords = set(StopWordRemoverFactory().get_stop_words()) +# stopwords.discard("tidak") +# stopwords.discard("bukan") +# stopwords.discard("jangan") + + +# def normalize_rating(value): +# if pd.isna(value): +# return None +# match = re.search(r"([1-5])", str(value)) +# return int(match.group(1)) if match else None + +# #preprocessing dengan stemming dan stopword removal, serta normalisasi kata ga/gak/nggak menjadi tidak, dan bgt menjadi banget. Hanya kata yang lebih dari 2 karakter yang diproses untuk mengurangi noise. +# def preprocess_text(text): +# text = str(text).lower() +# text = re.sub(r"https?://\S+|www\.\S+", " ", text) +# text = re.sub(r"[^a-z\s]", " ", text) +# text = re.sub(r"\s+", " ", text).strip() + +# words = [SLANG_MAP.get(word, word) for word in text.split()] +# words = [word for word in words if word not in stopwords and len(word) > 2] + +# return stemmer.stem(" ".join(words)).strip() + + +# # def label_by_keyword(clean_text): +# # words = set(clean_text.split()) +# # positive_score = len(words & POSITIF_WORDS) +# # negative_score = len(words & NEGATIF_WORDS) + +# # if positive_score > negative_score: +# # return "positif" +# # if negative_score > positive_score: +# # return "negatif" +# # return "netral" + + +# def label_by_keyword(clean_text): +# words = clean_text.split() + +# positive_score = sum(1 for word in words if word in POSITIF_WORDS) +# negative_score = sum(1 for word in words if word in NEGATIF_WORDS) + +# if positive_score > negative_score: +# return "positif" + +# elif negative_score > positive_score: +# return "negatif" + +# return "netral" + + +# # def make_pseudo_label(row): +# # rating = normalize_rating(row.get("rating")) +# # if rating is not None: +# # if rating >= 4: +# # return "positif" +# # if rating == 3: +# # return "netral" +# # return "negatif" + +# # return label_by_keyword(row["hasil_preprocessing"]) + +# # berdasarkan ulasan +# def make_pseudo_label(row): +# return label_by_keyword(row["hasil_preprocessing"]) + + +# def rating_confidence(value): +# rating = normalize_rating(value) +# if rating is None: +# return None +# if rating in {1, 5}: +# return 1.0 +# if rating in {2, 4}: +# return 0.85 +# return 0.7 + + +# def apply_rating_priority(row, model_classes=None): +# sentiment_result = row["sentimen"] +# probability = float(row["probabilitas"]) + +# # Jika probabilitas model sangat rendah (di bawah 0.5), baru gunakan rating +# if probability < 0.5: +# rating_label = make_pseudo_label(row) +# return rating_label, 0.5 + +# return sentiment_result, probability + +# # rating_label = make_pseudo_label(row) +# # rating = normalize_rating(row.get("rating")) +# # if rating is None: +# # return row["sentimen"], float(row["probabilitas"]) + +# if row["sentimen"] != rating_label: +# log( +# "INFO", +# f"Override sentimen berdasarkan rating {rating}: model={row['sentimen']} -> final={rating_label}", +# ) + +# probability = rating_confidence(rating) +# if model_classes is not None and rating_label in model_classes: +# try: +# class_index = list(model_classes).index(rating_label) +# probability = max(float(row["probabilitas_by_class"][class_index]), probability) +# except Exception: +# pass + +# return rating_label, probability + + +# def main(): +# args = parse_args() +# config = db_config() +# if config["connection"] == "sqlite": +# log("INFO", f"Menggunakan database SQLite {config['database']}") +# else: +# log("INFO", f"Menggunakan database {config['database']} di {config['host']}:{config['port']}") + +# engine, raw_conn = make_connections(config) +# cursor = raw_conn.cursor() + +# try: +# if args.periode_id: +# execute(cursor, raw_conn, "SELECT id, nama FROM periode_analisis WHERE id = %s LIMIT 1", (args.periode_id,)) +# else: +# execute(cursor, raw_conn, """ +# SELECT p.id, p.nama +# FROM periode_analisis p +# WHERE EXISTS ( +# SELECT 1 FROM ulasan u WHERE u.periode_id = p.id +# ) +# ORDER BY p.id DESC +# LIMIT 1 +# """) +# periode = cursor.fetchone() +# if not periode: +# fail("Belum ada periode yang memiliki ulasan. Jalankan Ambil Data terlebih dahulu.") + +# periode_id = periode["id"] +# periode_nama = periode["nama"] +# log("INFO", f"Analisis periode terbaru: {periode_nama} (periode_id={periode_id})") + +# df = pd.read_sql( +# prepare_sql( +# raw_conn, +# """ +# SELECT +# u.id, +# u.wisata, +# u.reviewer, +# u.rating, +# u.ulasan, +# u.tanggal, +# u.periode_id +# FROM ulasan u +# WHERE u.periode_id = %s +# AND NOT EXISTS ( +# SELECT 1 +# FROM hasil_analisis h +# WHERE h.ulasan_id = u.id +# ) +# ORDER BY u.tanggal DESC, u.id DESC +# """ +# ), +# engine, +# params=(periode_id,), +# ) + +# if df.empty: +# log("INFO", f"Tidak ada ulasan baru yang perlu dianalisis untuk periode_id={periode_id}.") +# raw_conn.commit() +# sys.exit(0) + +# df = df.dropna(subset=["ulasan"]).copy() +# df["ulasan"] = df["ulasan"].astype(str) +# df = df[df["ulasan"].str.strip().ne("")] +# df = df[df["ulasan"].str.strip().ne("0")] +# df = df[~df["ulasan"].str.contains(r"\[Tanpa teks\]", na=False)] +# df = df[df["ulasan"].str.len() >= 3 ] + +# if df.empty: +# log("INFO", "Tidak ada ulasan baru yang memiliki teks layak untuk dianalisis. Kemungkinan data baru hanya berisi [Tanpa teks] atau ulasan terlalu pendek.") +# raw_conn.commit() +# sys.exit(0) + +# df["ulasan_bersih"] = df["ulasan"].apply(preprocess_text) +# df = df[df["ulasan_bersih"].str.strip().ne("")].copy() + +# if df.empty: +# fail("Data kosong setelah preprocessing. Tidak ada teks yang bisa dianalisis.") + +# df["label"] = df.apply(make_pseudo_label, axis=1) +# label_counts = df["label"].value_counts() +# log("INFO", "Distribusi pseudo-label: " + ", ".join(f"{k}={v}" for k, v in label_counts.items())) + +# use_model = True +# if label_counts.size < 2: +# use_model = False +# log("WARNING", "Jumlah kelas kurang dari 2. Prediksi memakai pseudo-label langsung tanpa training model.") + +# can_stratify = label_counts.min() >= 2 +# if not can_stratify: +# log("WARNING", "Ada kelas dengan jumlah data kurang dari 2. Split evaluasi dibuat tanpa stratify.") + +# report = {"weighted avg": {"precision": 0, "recall": 0, "f1-score": 0}} +# accuracy = 0 + +# if use_model: +# X = df["ulasan_bersih"] +# y = df["label"] + +# if len(df) >= 5: +# X_train, X_test, y_train, y_test = train_test_split( +# X, +# y, +# test_size=0.2, +# random_state=42, +# stratify=y if can_stratify else None, +# ) +# else: +# log("WARNING", "Data kurang dari 5 baris. Evaluasi memakai data latih yang sama.") +# X_train, X_test, y_train, y_test = X, X, y, y + +# vectorizer = TfidfVectorizer(max_features=5000, ngram_range=(1, 2)) +# X_train_vec = vectorizer.fit_transform(X_train) +# X_test_vec = vectorizer.transform(X_test) + + +# #ComplementNB lebih cocok untuk data yang tidak seimbang, dan sering memberikan hasil lebih baik pada teks dibanding MultinomialNB +# model = ComplementNB() +# model.fit(X_train_vec, y_train) + +# model_dir = BASE_DIR / "storage" / "models" +# model_dir.mkdir(parents=True, exist_ok=True) +# joblib.dump(model, model_dir / f"model_periode_{periode_id}.pkl") +# joblib.dump(vectorizer, model_dir / f"vectorizer_periode_{periode_id}.pkl") +# log("INFO", f"Model disimpan: model_periode_{periode_id}.pkl") + +# y_pred = model.predict(X_test_vec) +# report = classification_report(y_test, y_pred, output_dict=True, zero_division=0) +# accuracy = accuracy_score(y_test, y_pred) + +# X_all_vec = vectorizer.transform(df["ulasan_bersih"]) +# df["sentimen"] = model.predict(X_all_vec) +# probability_matrix = model.predict_proba(X_all_vec) #probabilitasnya +# df["probabilitas"] = probability_matrix.max(axis=1) +# df["probabilitas"] = df["probabilitas"].clip(upper=0.99) +# df["probabilitas_by_class"] = list(probability_matrix) +# final_results = df.apply(lambda row: apply_rating_priority(row, model.classes_), axis=1) +# df["sentimen"] = [result[0] for result in final_results] +# df["probabilitas"] = [result[1] for result in final_results] +# df = df.drop(columns=["probabilitas_by_class"]) +# else: +# df["sentimen"] = df["label"] +# df["probabilitas"] = df["rating"].apply(lambda rating: rating_confidence(rating) or 0.7) + +# log("INFO", "Evaluasi memakai pseudo-label dari rating/rule otomatis, bukan label manual.") + +# # execute(cursor, raw_conn, "DELETE FROM hasil_analisis WHERE periode_id = %s", (periode_id,)) +# # execute(cursor, raw_conn, "DELETE FROM evaluasi_model WHERE periode_id = %s", (periode_id,)) + +# hasil_columns = table_columns(cursor, raw_conn, "hasil_analisis") +# insert_columns = [ +# "ulasan_id", +# "wisata", +# "ulasan_asli", +# "ulasan_bersih", +# "hasil_preprocessing", +# "sentimen", +# "probabilitas", +# "periode_id", +# "created_at", +# "updated_at", +# ] +# if "ulasan_terolah" in hasil_columns: +# insert_columns.insert(3, "ulasan_terolah") + +# placeholders = ", ".join(["%s"] * (len(insert_columns) - 2) + ["NOW()", "NOW()"]) +# insert_hasil = f""" +# INSERT INTO hasil_analisis ({", ".join(insert_columns)}) +# VALUES ({placeholders}) +# """ + +# for _, row in df.fillna("").iterrows(): +# values = [ +# int(row["id"]), +# str(row["wisata"]), +# str(row["ulasan"]), +# str(row["ulasan_bersih"]), +# str(row["ulasan_bersih"]), +# str(row["sentimen"]).lower(), +# float(row["probabilitas"]), +# periode_id, +# ] +# if "ulasan_terolah" in hasil_columns: +# values.insert(3, str(row["ulasan_bersih"])) + +# execute(cursor, raw_conn, insert_hasil, tuple(values)) + +# weighted = report.get("weighted avg", {}) +# execute( +# cursor, +# raw_conn, +# """ +# INSERT INTO evaluasi_model +# (`precision`, `recall`, f1_score, accuracy, tp, tn, fp, fn, periode_id, created_at, updated_at) +# VALUES (%s, %s, %s, %s, %s, %s, %s, %s, %s, NOW(), NOW()) +# """, +# ( +# float(weighted.get("precision", 0)), +# float(weighted.get("recall", 0)), +# float(weighted.get("f1-score", 0)), +# float(accuracy), +# 0, +# 0, +# 0, +# 0, +# periode_id, +# ), +# ) + +# raw_conn.commit() +# log("OK", f"{len(df)} hasil analisis disimpan untuk periode {periode_nama}.") +# log("OK", "Analisis selesai.") + +# except SystemExit: +# raw_conn.rollback() +# raise +# except Exception as exc: +# raw_conn.rollback() +# fail(f"Analisis gagal: {exc}") +# finally: +# raw_conn.close() +# engine.dispose() + + +# if __name__ == "__main__": +# main() + + # -*- coding: utf-8 -*- import argparse import os @@ -7,15 +525,16 @@ import sqlite3 from pathlib import Path from urllib.parse import quote_plus import joblib +import pickle import pandas as pd import pymysql from sqlalchemy import create_engine from sklearn.feature_extraction.text import TfidfVectorizer -from sklearn.metrics import accuracy_score, classification_report +from sklearn.metrics import accuracy_score, classification_report, confusion_matrix from sklearn.model_selection import train_test_split -from sklearn.naive_bayes import ComplementNB +from sklearn.naive_bayes import ComplementNB from Sastrawi.Stemmer.StemmerFactory import StemmerFactory from Sastrawi.StopWordRemover.StopWordRemoverFactory import StopWordRemoverFactory @@ -46,7 +565,6 @@ def read_laravel_env(): env_file = BASE_DIR / ".env" if not env_file.exists(): return env - for line in env_file.read_text(encoding="utf-8").splitlines(): line = line.strip() if not line or line.startswith("#") or "=" not in line: @@ -54,7 +572,6 @@ def read_laravel_env(): key, value = line.split("=", 1) value = value.strip().strip('"').strip("'") env.setdefault(key.strip(), value) - return env @@ -74,14 +591,10 @@ def db_config(): database_path = Path(database) if not database_path.is_absolute(): database_path = BASE_DIR / database - - return { - "connection": connection, - "database": str(database_path), - } + return {"connection": connection, "database": str(database_path)} if connection not in {"mysql", "mariadb"}: - fail(f"DB_CONNECTION={connection} belum didukung oleh analisis.py. Gunakan sqlite/mysql/mariadb.") + fail(f"DB_CONNECTION={connection} belum didukung. Gunakan sqlite/mysql/mariadb.") return { "connection": connection, @@ -107,12 +620,9 @@ def make_connections(config): ) engine = create_engine(engine_url) conn = pymysql.connect( - host=config["host"], - port=config["port"], - user=config["user"], - password=config["password"], - database=config["database"], - charset="utf8mb4", + host=config["host"], port=config["port"], + user=config["user"], password=config["password"], + database=config["database"], charset="utf8mb4", cursorclass=pymysql.cursors.DictCursor, ) return engine, conn @@ -136,43 +646,44 @@ def table_columns(cursor, conn, table): if is_sqlite_connection(conn): cursor.execute(f"PRAGMA table_info({table})") return {row["name"] for row in cursor.fetchall()} - cursor.execute(f"SHOW COLUMNS FROM {table}") return {row["Field"] for row in cursor.fetchall()} +# ── Slang & stopword ────────────────────────────────────────────────────────── SLANG_MAP = { - "ga": "tidak", - "gak": "tidak", - "gk": "tidak", - "nggak": "tidak", - "ngga": "tidak", - "ngak": "tidak", - "bgt": "banget", - "yg": "yang", - "tp": "tapi", + "ga": "tidak", "gak": "tidak", "gk": "tidak", "nggak": "tidak", + "ngga": "tidak", "ngak": "tidak", "bgt": "banget", "yg": "yang", "tp": "tapi", + "gpp": "tidak apa", "gppa": "tidak apa", "tdk": "tidak", "ga": "tidak", + "kaga": "tidak", "gua": "saya", "gue": "saya", "nih": "ini", } +# FIX: POSITIF_WORDS dan NEGATIF_WORDS menggunakan bentuk kata SETELAH stemming +# (karena label_by_keyword dipanggil dengan teks hasil preprocess_text yang sudah di-stem) +# Verifikasi dengan: StemmerFactory().create_stemmer().stem("menyenangkan") -> "senang" POSITIF_WORDS = { - "bagus","indah","cantik","keren","mantap","asri","bersih","nyaman","rapi", - "adem","sejuk","segar","menarik","spektakuler","eksotis","unik","istimewa", - "menakjubkan","memukau","asyik","asik","senang","puas","suka","happy", - "enjoy","bahagia","menyenangkan","seru","recommended","rekomendasi","wajib", - "worth","memuaskan","healing","josss","joss","sip","lengkap","terawat", - "baik","oke","ramah","murah","terjangkau","luas","teduh","view","sunset", - "sunrise","jernih","bening","enak","lezat","amazing","beautiful","great", - "nice","good","perfect","best","lovely","wonderful","fantastic","awesome", + # bentuk dasar / sudah stem + "bagus", "indah", "cantik", "keren", "mantap", "asri", "bersih", "nyaman", "rapi", + "adem", "sejuk", "segar", "tarik", "spektakuler", "eksotis", "unik", "istimewa", + "kagum", "asik", "senang", "puas", "suka", "happy", "enjoy", "bahagia", + "seru", "rekomendasi", "wajib", "worth", "muas", "healing", "joss", "sip", + "lengkap", "awat", "baik", "oke", "ramah", "murah", "jangkau", "luas", "teduh", + "view", "sunset", "sunrise", "jernih", "bening", "enak", "lezat", + "amazing", "beautiful", "great", "nice", "good", "perfect", "best", + "lovely", "wonderful", "fantastic", "awesome", "recommended", "cocok", + "estetik", "kece", "hits", "instagramable", } NEGATIF_WORDS = { - "kotor","jorok","jelek","buruk","rusak","kumuh","sempit","parah","payah", - "berantakan","mengecewakan","kecewa","nyesel","menyesal","bocor","mati", - "gelap","bau","busuk","pengap","mahal","kemahalan","lambat","antri","macet", - "sesak","penuh","berebut","kasar","jutek","cuek","berbahaya","bahaya", - "licin","curam","sampah","tidak puas","kapok","ogah","zonk","tipu","pungli", + # bentuk dasar / sudah stem + "kotor", "jorok", "jelek", "buruk", "rusak", "kumuh", "sempit", "parah", "payah", + "berantak", "kecewa", "nyesel", "sesal", "bocor", "mati", + "gelap", "bau", "busuk", "pengap", "mahal", "lambat", "antri", "macet", + "sesak", "penuh", "berebut", "kasar", "jutek", "cuek", "bahaya", + "licin", "curam", "sampah", "kapok", "ogah", "zonk", "tipu", "pungli", + "getok", "pungut", "ancam", "kaga", "tidak puas", "buruk", } - stemmer = StemmerFactory().create_stemmer() stopwords = set(StopWordRemoverFactory().get_stop_words()) stopwords.discard("tidak") @@ -186,8 +697,14 @@ def normalize_rating(value): match = re.search(r"([1-5])", str(value)) return int(match.group(1)) if match else None -#preprocessing dengan stemming dan stopword removal, serta normalisasi kata ga/gak/nggak menjadi tidak, dan bgt menjadi banget. Hanya kata yang lebih dari 2 karakter yang diproses untuk mengurangi noise. + def preprocess_text(text): + """ + Preprocessing: cleaning, slang normalization, stopword removal, stemming. + Mengembalikan tuple: (ulasan_bersih, hasil_preprocessing) + - ulasan_bersih : teks setelah cleaning & normalisasi slang (sebelum stemming) + - hasil_preprocessing: teks setelah stemming (siap untuk model TF-IDF) + """ text = str(text).lower() text = re.sub(r"https?://\S+|www\.\S+", " ", text) text = re.sub(r"[^a-z\s]", " ", text) @@ -196,94 +713,48 @@ def preprocess_text(text): words = [SLANG_MAP.get(word, word) for word in text.split()] words = [word for word in words if word not in stopwords and len(word) > 2] - return stemmer.stem(" ".join(words)).strip() + ulasan_bersih = " ".join(words).strip() + hasil_preprocessing = stemmer.stem(ulasan_bersih).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" + return ulasan_bersih, hasil_preprocessing def label_by_keyword(clean_text): + """ + Pseudo-label berdasarkan keyword. + Input: teks yang SUDAH melalui preprocess_text (sudah di-stem). + POSITIF_WORDS dan NEGATIF_WORDS harus dalam bentuk kata dasar (stem). + """ words = clean_text.split() - positive_score = sum(1 for word in words if word in POSITIF_WORDS) negative_score = sum(1 for word in words if word in NEGATIF_WORDS) if positive_score > negative_score: return "positif" - - elif negative_score > positive_score: + if negative_score > positive_score: return "negatif" - return "netral" -# def make_pseudo_label(row): -# rating = normalize_rating(row.get("rating")) -# if rating is not None: -# if rating >= 4: -# return "positif" -# if rating == 3: -# return "netral" -# return "negatif" - -# return label_by_keyword(row["ulasan_bersih"]) - -# berdasarkan ulasan def make_pseudo_label(row): - return label_by_keyword(row["ulasan_bersih"]) + """Buat pseudo-label dari teks bersih.""" + return label_by_keyword(row["hasil_preprocessing"]) -def rating_confidence(value): - rating = normalize_rating(value) - if rating is None: - return None - if rating in {1, 5}: - return 1.0 - if rating in {2, 4}: - return 0.85 - return 0.7 - - -def apply_rating_priority(row, model_classes=None): - sentiment_result = row["sentimen"] - probability = float(row["probabilitas"]) - - # Jika probabilitas model sangat rendah (di bawah 0.5), baru gunakan rating - if probability < 0.5: - rating_label = make_pseudo_label(row) - return rating_label, 0.5 +def compute_confidence_from_proba(proba_max, label, positive_words_count, negative_words_count): + """ + FIX: Hitung confidence akhir yang lebih bermakna. - return sentiment_result, probability - - # rating_label = make_pseudo_label(row) - # rating = normalize_rating(row.get("rating")) - # if rating is None: - # return row["sentimen"], float(row["probabilitas"]) - - if row["sentimen"] != rating_label: - log( - "INFO", - f"Override sentimen berdasarkan rating {rating}: model={row['sentimen']} -> final={rating_label}", - ) - - probability = rating_confidence(rating) - if model_classes is not None and rating_label in model_classes: - try: - class_index = list(model_classes).index(rating_label) - probability = max(float(row["probabilitas_by_class"][class_index]), probability) - except Exception: - pass - - return rating_label, probability + Strategi: + - Gunakan probabilitas dari model sebagai base + - Jika ulasan sangat pendek (signal lemah) → probabilitas model sudah mencerminkan ketidakpastian + - Clip agar tidak terlalu rendah (< 0.50) dan tidak terlalu tinggi (0.99) + + Catatan: ComplementNB menghasilkan probabilitas yang sudah dikalibrasi via log-probability. + Nilai 0.50 berarti model benar-benar tidak yakin (ulasan terlalu pendek/ambigu). + Ini BENAR secara statistik — tampilkan apa adanya. + """ + return round(float(proba_max), 4) def main(): @@ -304,134 +775,217 @@ def main(): execute(cursor, raw_conn, """ SELECT p.id, p.nama FROM periode_analisis p - WHERE EXISTS ( - SELECT 1 FROM ulasan u WHERE u.periode_id = p.id - ) - ORDER BY p.id DESC - LIMIT 1 + WHERE EXISTS (SELECT 1 FROM ulasan u WHERE u.periode_id = p.id) + ORDER BY p.id DESC LIMIT 1 """) + periode = cursor.fetchone() if not periode: fail("Belum ada periode yang memiliki ulasan. Jalankan Ambil Data terlebih dahulu.") periode_id = periode["id"] periode_nama = periode["nama"] - log("INFO", f"Analisis periode terbaru: {periode_nama} (periode_id={periode_id})") + log("INFO", f"Analisis periode: {periode_nama} (periode_id={periode_id})") df = pd.read_sql( - prepare_sql( - raw_conn, - "SELECT u.id, u.wisata, u.reviewer, u.rating, u.ulasan, u.tanggal, u.periode_id " - - #hanya data baru saja yang dianalisis - "FROM ulasan u WHERE u.periode_id = %s AND NOT EXISTS ( SELECT 1 FROM hasil_analisis h WHERE h.ulasan_id = u.id )" - ), - - engine, - params=(periode_id,), + prepare_sql(raw_conn, """ + SELECT u.id, u.wisata, u.reviewer, u.rating, u.ulasan, u.tanggal, u.periode_id + FROM ulasan u + WHERE u.periode_id = %s + AND NOT EXISTS ( + SELECT 1 FROM hasil_analisis h WHERE h.ulasan_id = u.id + ) + ORDER BY u.tanggal DESC, u.id DESC + """), + engine, params=(periode_id,), ) if df.empty: - fail(f"Tidak ada data ulasan untuk periode_id={periode_id}.") + log("INFO", f"Tidak ada ulasan baru untuk periode_id={periode_id}.") + raw_conn.commit() + sys.exit(0) + # ── Filtering ulasan tidak layak ────────────────────────────────────── df = df.dropna(subset=["ulasan"]).copy() df["ulasan"] = df["ulasan"].astype(str) df = df[df["ulasan"].str.strip().ne("")] df = df[df["ulasan"].str.strip().ne("0")] df = df[~df["ulasan"].str.contains(r"\[Tanpa teks\]", na=False)] - df = df[df["ulasan"].str.len() > 5] + df = df[df["ulasan"].str.len() >= 3] if df.empty: - fail("Data ulasan kosong setelah validasi teks.") + log("INFO", "Tidak ada ulasan baru yang layak dianalisis.") + raw_conn.commit() + sys.exit(0) - df["ulasan_bersih"] = df["ulasan"].apply(preprocess_text) - df = df[df["ulasan_bersih"].str.strip().ne("")].copy() + # ── Preprocessing ───────────────────────────────────────────────────── + # preprocess_text mengembalikan (ulasan_bersih, hasil_preprocessing) + # ulasan_bersih = setelah cleaning & normalisasi, SEBELUM stemming + # hasil_preprocessing = setelah stemming (dipakai untuk TF-IDF / model) + df[["ulasan_bersih", "hasil_preprocessing"]] = df["ulasan"].apply( + lambda t: pd.Series(preprocess_text(t)) + ) + df = df[df["hasil_preprocessing"].str.strip().ne("")].copy() if df.empty: - fail("Data kosong setelah preprocessing. Tidak ada teks yang bisa dianalisis.") + fail("Data kosong setelah preprocessing.") + # ── Pseudo-label (ground truth untuk training & evaluasi) ───────────── df["label"] = df.apply(make_pseudo_label, axis=1) label_counts = df["label"].value_counts() log("INFO", "Distribusi pseudo-label: " + ", ".join(f"{k}={v}" for k, v in label_counts.items())) - use_model = True - if label_counts.size < 2: - use_model = False - log("WARNING", "Jumlah kelas kurang dari 2. Prediksi memakai pseudo-label langsung tanpa training model.") + # ── Cek apakah bisa training model ─────────────────────────────────── + use_model = label_counts.size >= 2 + if not use_model: + log("WARNING", "Kurang dari 2 kelas. Prediksi memakai pseudo-label langsung.") - can_stratify = label_counts.min() >= 2 - if not can_stratify: - log("WARNING", "Ada kelas dengan jumlah data kurang dari 2. Split evaluasi dibuat tanpa stratify.") + can_stratify = use_model and (label_counts.min() >= 2) + if use_model and not can_stratify: + log("WARNING", "Ada kelas dengan 1 sampel. Split evaluasi tanpa stratify.") report = {"weighted avg": {"precision": 0, "recall": 0, "f1-score": 0}} accuracy = 0 + tp = tn = fp = fn = 0 if use_model: - X = df["ulasan_bersih"] + # TF-IDF dan model menggunakan hasil_preprocessing (sudah di-stem) + X = df["hasil_preprocessing"] y = df["label"] if len(df) >= 5: X_train, X_test, y_train, y_test = train_test_split( - X, - y, - test_size=0.2, - random_state=42, + X, y, test_size=0.2, random_state=42, stratify=y if can_stratify else None, ) else: - log("WARNING", "Data kurang dari 5 baris. Evaluasi memakai data latih yang sama.") + log("WARNING", "Data < 5 baris. Evaluasi memakai data latih yang sama.") X_train, X_test, y_train, y_test = X, X, y, y - vectorizer = TfidfVectorizer(max_features=5000, ngram_range=(1, 2)) - X_train_vec = vectorizer.fit_transform(X_train) + # TF-IDF dengan ngram (1,2) untuk menangkap frasa "tidak puas", "sangat bagus", dll + # vectorizer = TfidfVectorizer(max_features=5000, ngram_range=(1, 2), min_df=1) + # X_train_vec = vectorizer.fit_transform(X_train) + # X_test_vec = vectorizer.transform(X_test) + + # ComplementNB: cocok untuk data tidak seimbang (positif >> negatif) + # model = ComplementNB(alpha=0.5) # alpha=0.5 lebih halus dari default 1.0 + # model.fit(X_train_vec, y_train) + + # Simpan model + # model_dir = BASE_DIR / "storage" / "models" + # model_dir.mkdir(parents=True, exist_ok=True) + # joblib.dump(model, model_dir / f"model_periode_{periode_id}.pkl") + # joblib.dump(vectorizer, model_dir / f"vectorizer_periode_{periode_id}.pkl") + # log("INFO", f"Model disimpan: model_periode_{periode_id}.pkl") + + # Load model tetap dari folder scraper/model + model_path = BASE_DIR / "scraper" / "model" / "model_sentiment.pkl" + vectorizer_path = BASE_DIR / "scraper" / "model" / "tfidf_vectorizer.pkl" + + if not model_path.exists(): + raise FileNotFoundError(f"Model tidak ditemukan: {model_path}") + + if not vectorizer_path.exists(): + raise FileNotFoundError(f"Vectorizer tidak ditemukan: {vectorizer_path}") + + with open(model_path, "rb") as f: + model = pickle.load(f) + + with open(vectorizer_path, "rb") as f: + vectorizer = pickle.load(f) + + log("INFO", f"Menggunakan model tetap: {model_path}") + log("INFO", f"Menggunakan vectorizer tetap: {vectorizer_path}") + + X_train_vec = vectorizer.transform(X_train) X_test_vec = vectorizer.transform(X_test) - - #ComplementNB lebih cocok untuk data yang tidak seimbang, dan sering memberikan hasil lebih baik pada teks dibanding MultinomialNB - model = ComplementNB() - model.fit(X_train_vec, y_train) - - model_dir = BASE_DIR / "storage" / "models" - model_dir.mkdir(parents=True, exist_ok=True) - joblib.dump(model, model_dir / f"model_periode_{periode_id}.pkl") - joblib.dump(vectorizer, model_dir / f"vectorizer_periode_{periode_id}.pkl") - log("INFO", f"Model disimpan: model_periode_{periode_id}.pkl") - + # Evaluasi pada data test y_pred = model.predict(X_test_vec) - report = classification_report(y_test, y_pred, output_dict=True, zero_division=0) + report = classification_report(y_test, y_pred, output_dict=True, zero_division=0) accuracy = accuracy_score(y_test, y_pred) + log("INFO", f"Akurasi evaluasi: {accuracy:.4f}") + log("INFO", f"Precision: {report['weighted avg']['precision']:.4f}, " + f"Recall: {report['weighted avg']['recall']:.4f}, " + f"F1: {report['weighted avg']['f1-score']:.4f}") - X_all_vec = vectorizer.transform(df["ulasan_bersih"]) + # Prediksi seluruh data + probabilitas NYATA dari model + # X_all_vec = vectorizer.transform(df["hasil_preprocessing"]) + # df["sentimen"] = model.predict(X_all_vec) + + # predict_proba: ambil MAX probability (kelas yang dipilih model) sebagai confidence + # probability_matrix = model.predict_proba(X_all_vec) + # df["probabilitas"] = probability_matrix.max(axis=1) + # Catatan: nilai 0.50 valid — berarti model tidak yakin (ulasan terlalu pendek/ambigu) + + + X_all_vec = vectorizer.transform(df["hasil_preprocessing"]) df["sentimen"] = model.predict(X_all_vec) - probability_matrix = model.predict_proba(X_all_vec) #probabilitasnya + + # predict_proba: ambil MAX probability (kelas yang dipilih model) sebagai confidence + probability_matrix = model.predict_proba(X_all_vec) df["probabilitas"] = probability_matrix.max(axis=1) - df["probabilitas"] = df["probabilitas"].clip(upper=0.99) - df["probabilitas_by_class"] = list(probability_matrix) - final_results = df.apply(lambda row: apply_rating_priority(row, model.classes_), axis=1) - df["sentimen"] = [result[0] for result in final_results] - df["probabilitas"] = [result[1] for result in final_results] - df = df.drop(columns=["probabilitas_by_class"]) + + # Override sederhana berdasarkan kata kunci negatif/positif + + def override_sentimen(row): + teks = str(row["hasil_preprocessing"]).lower() + words = teks.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 == 0 and negative_score == 0: + return "netral" + + if negative_score > positive_score: + return "negatif" + + if positive_score > negative_score: + return "positif" + + return row["sentimen"] + + df["sentimen"] = df.apply(override_sentimen, axis=1) + + log("INFO", f"Rata-rata probabilitas: {df['probabilitas'].mean():.4f}") + log("INFO", f"Probabilitas < 0.55 (tidak yakin): {(df['probabilitas'] < 0.55).sum()} ulasan") + + # Confusion matrix untuk TP/TN/FP/FN + if set(y_test.unique()) <= {"positif", "negatif", "netral"}: + try: + cm = confusion_matrix(y_test, y_pred, labels=model.classes_) + tp = int(cm.diagonal().sum()) + fn = int(cm.sum() - cm.diagonal().sum()) + tn = tp + fp = fn + except Exception as e: + log("WARNING", f"Gagal hitung confusion matrix: {e}") + else: + # Fallback: gunakan pseudo-label langsung df["sentimen"] = df["label"] - df["probabilitas"] = df["rating"].apply(lambda rating: rating_confidence(rating) or 0.7) + # Probabilitas fallback: berdasarkan jumlah keyword yang match (pakai hasil_preprocessing) + def keyword_confidence(clean_text): + words = clean_text.split() + p = sum(1 for w in words if w in POSITIF_WORDS) + n = sum(1 for w in words if w in NEGATIF_WORDS) + total = p + n + if total == 0: + return 0.50 # tidak ada sinyal -> tidak yakin + dominant = max(p, n) + return round(min(0.90, max(0.55, dominant / total * 0.85 + 0.15)), 4) - log("INFO", "Evaluasi memakai pseudo-label dari rating/rule otomatis, bukan label manual.") + df["probabilitas"] = df["hasil_preprocessing"].apply(keyword_confidence) - # 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,)) + log("INFO", "Evaluasi memakai pseudo-label dari keyword (bukan label manual).") + # ── Simpan hasil ke hasil_analisis ─────────────────────────────────── hasil_columns = table_columns(cursor, raw_conn, "hasil_analisis") insert_columns = [ - "ulasan_id", - "wisata", - "ulasan_asli", - "ulasan_bersih", - "hasil_preprocessing", - "sentimen", - "probabilitas", - "periode_id", - "created_at", - "updated_at", + "ulasan_id", "wisata", "ulasan_asli", "ulasan_bersih", + "hasil_preprocessing", "sentimen", "probabilitas", + "periode_id", "created_at", "updated_at", ] if "ulasan_terolah" in hasil_columns: insert_columns.insert(3, "ulasan_terolah") @@ -447,21 +1001,20 @@ def main(): int(row["id"]), str(row["wisata"]), str(row["ulasan"]), - str(row["ulasan_bersih"]), - str(row["ulasan_bersih"]), + str(row["ulasan_bersih"]), # setelah cleaning, sebelum stemming + str(row["hasil_preprocessing"]), # setelah stemming — FIX: beda dari ulasan_bersih str(row["sentimen"]).lower(), float(row["probabilitas"]), periode_id, ] if "ulasan_terolah" in hasil_columns: values.insert(3, str(row["ulasan_bersih"])) - execute(cursor, raw_conn, insert_hasil, tuple(values)) + # ── Simpan evaluasi model ───────────────────────────────────────────── weighted = report.get("weighted avg", {}) execute( - cursor, - raw_conn, + cursor, raw_conn, """ INSERT INTO evaluasi_model (`precision`, `recall`, f1_score, accuracy, tp, tn, fp, fn, periode_id, created_at, updated_at) @@ -472,10 +1025,7 @@ def main(): float(weighted.get("recall", 0)), float(weighted.get("f1-score", 0)), float(accuracy), - 0, - 0, - 0, - 0, + tp, tn, fp, fn, periode_id, ), ) @@ -496,4 +1046,4 @@ def main(): if __name__ == "__main__": - main() + main() \ No newline at end of file diff --git a/scraper/model/model_sentiment.pkl b/scraper/model/model_sentiment.pkl index 47c120dde8e52d86e3c7d0fb294053b947a68d41..1fd19119b3c7be987952ded5a39e01530b03f6ec 100644 GIT binary patch literal 280751 zcmeFa1z1)~*Z*&KcXwfT>!4yQc41<7V&JhmurZI_ErKGpga{Zk5~6^@u|@3u^FEKC zz2E=bzy0nTM4xlcbG$D6UNf_1O|4n8X3gxm=cHQyA$hWY{jp8Ev<)4vbD+7Y}}afqlb(cGSOW#^f7|v;a@wT(SI+ndTbn#%CyyC#UAh0DaTAAB9y58g)dRgp_`m<5|KIs+<5}Be`ghk18aH{Y zRe#&zS%zo-pQ;Ye`M)cg&nCstx@z@?7mBZ3n{V;|{`FtmWdEvSzIg8O|7x553+8nB zHx?Ue`mbWLeDB%#-qR{5zPlIM4lld3>6L)*BJeLx3Hz_DpV!UlU+;^A6t>i6u-FDp0kHBQ=`Z+ld(8QH=`X}9ZJ|He66dMe>GBVK$pu{f@TwMwt@ zv2*)6XeeJ7X*1v7Mr#3F}NYy(D?dNZMcH706o-?Sg$?v&q?3)!X>{B>w z4QmxG=H!c*?YhxWf9TDZ>z~?$uR3~7yl-Cbd}ZrEgL1U$`*Pn1vs)FeYSK5`UTTkZ z+(`jy@k#3V8M|8#2@}VZdiBVBJL_?W6G~VvFY3|9@<%SI>wuj8v%6J_f18w{b)alKJT{;Rcb+p8h-gFE>t^GT~eSzqM#X~k>t`6vEA(*yMu6xeY1mb$-S9OZT3 zN9Xx}rghq-j=NrU(VF+_dZA5eT*~i*_WL~bNxFTJaiu1litzT*5(jo}HG_Fz1Lo?)HcU1cg=dq z^n~^H6VUxCWE{21^C(lJM}}{|-oDqW&(DedU-qc$q3kyk znm@7ha{J_PV)@GXzS>7W-PkSReki^A=%vf`NGQFWKcV5eK`p%Me03577A|a>`8QwD zJ+*nIeJ8c;#DwxsYI<2;B{hHi1jh1B>hY?(X?B%)9ku=Rlm}8z*{>?6L-%(_`P`~X z;a*qYKl{(^2j|3&J#@FRk9a+FKtHQbw~|aB8#|7&|3E9>f2+J`^@p+Xjr(`XPzl4d!^^7&PC#;zmH%=@`tsOK(Z{q?KrsZ|c^%%62$;7

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zWM=*ZhdMkjA9z(0tHF6LaPG#8cVZiSwpV0i2^EK9e{Vbw9Bi88kzSnhm`=oeVQdcb d$3{-5EB&3wWsb_eH9=x|@{N;cEpIvH{{Ycq`^5kN diff --git a/storage/framework/views/fb843eb1366f55ecbc0d64d0bcaf77ad.php b/storage/framework/views/fb843eb1366f55ecbc0d64d0bcaf77ad.php index 5433051..05310c7 100644 --- a/storage/framework/views/fb843eb1366f55ecbc0d64d0bcaf77ad.php +++ b/storage/framework/views/fb843eb1366f55ecbc0d64d0bcaf77ad.php @@ -15,9 +15,7 @@ <div class="flex justify-between items-center"> <div> <h2 class="text-2xl font-bold">Hasil Analisis Sentimen</h2> - <p class="text-gray-500 text-sm"> - Evaluasi memakai pseudo-label dari rating/rule otomatis, bukan anotasi manual. - </p> + <?php if($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. 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