From 7588f26c1ee4f923aaaa9b52ed3eb570f0971f85 Mon Sep 17 00:00:00 2001 From: adistya13 Date: Sun, 14 Jun 2026 13:37:17 +0700 Subject: [PATCH] labeling --- labeled_tweet.xlsx => labeled_tweet_old.xlsx | Bin model_naive_bayes.pkl | Bin 168455 -> 39967 bytes model_naive_bayes_old2.pkl | Bin 0 -> 168455 bytes model_naive_bayes_old3.pkl | Bin 0 -> 39877 bytes nrt_activation.json | 2 +- page_modules/preprocessing_page.py | 15 ++ sentiment_service.py | 137 ++++++++++--------- tfidf_vectorizer.pkl | Bin 142407 -> 29695 bytes tfidf_vectorizer_old2.pkl | Bin 0 -> 142407 bytes tfidf_vectorizer_old3.pkl | Bin 0 -> 29488 bytes tweets-data/Error-02-06-2026_12-07-02.png | Bin 4254 -> 0 bytes tweets-data/Error-02-06-2026_12-13-31.png | Bin 4254 -> 0 bytes tweets-data/Error-02-06-2026_12-13-44.png | Bin 4254 -> 0 bytes tweets-data/Error-30-05-2026_08-21-41.png | Bin 4254 -> 0 bytes tweets-data/Error-30-05-2026_08-22-55.png | Bin 4254 -> 0 bytes tweets-data/Error-30-05-2026_08-29-08.png | Bin 4254 -> 0 bytes tweets-data/Error-30-05-2026_08-30-33.png | Bin 4254 -> 0 bytes tweets-data/Error-30-05-2026_19-21-03.png | Bin 92336 -> 0 bytes tweets-data/hasil_top.csv | 1 - tweets-data/hasil_top.old.csv | 4 +- 20 files changed, 94 insertions(+), 65 deletions(-) rename labeled_tweet.xlsx => labeled_tweet_old.xlsx (100%) create mode 100644 model_naive_bayes_old2.pkl create mode 100644 model_naive_bayes_old3.pkl create mode 100644 tfidf_vectorizer_old2.pkl create mode 100644 tfidf_vectorizer_old3.pkl delete mode 100644 tweets-data/Error-02-06-2026_12-07-02.png delete mode 100644 tweets-data/Error-02-06-2026_12-13-31.png delete mode 100644 tweets-data/Error-02-06-2026_12-13-44.png delete mode 100644 tweets-data/Error-30-05-2026_08-21-41.png delete mode 100644 tweets-data/Error-30-05-2026_08-22-55.png delete mode 100644 tweets-data/Error-30-05-2026_08-29-08.png delete mode 100644 tweets-data/Error-30-05-2026_08-30-33.png delete mode 100644 tweets-data/Error-30-05-2026_19-21-03.png delete mode 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b/page_modules/preprocessing_page.py index b3bb15a..9822dd8 100644 --- a/page_modules/preprocessing_page.py +++ b/page_modules/preprocessing_page.py @@ -159,6 +159,18 @@ KATA_SENTIMEN_PENTING = { "mendingan", # variasi mending "malah", # "malah rugi / malah tambah mahal" = negatif "percuma", # "percuma aja kebijakan ini" = sia-sia/negatif + "ngapain", # "ngapain buat kebijakan ini" = kritik tersirat + "daripada", # komponen "mending X daripada Y" + "ketimbang", # variasi daripada + "begini", # "kebijakan begini" = kritik tersirat + "gajelas", # "gajelas aja kebijakan ini" = tidak jelas/negatif + "nyusahin", # "kebijakan ini nyusahin" = ribet/susah-susahin" + "malas", # "malas banget urus kebijakan ini" = negatif + + # TAMBAHAN — kata emosi negatif +'malas', 'males', 'enggan', 'bete', 'jengkel', 'depresi', +'gondok', 'dongkol', 'sebal', 'bosan', 'jenuh', 'heran', 'bingung', 'pusing', 'stress', 'panik', +'kapok', 'muak', 'frustrasi', 'menyesal', 'nyesel', 'mahal', } @@ -176,6 +188,9 @@ KATA_POLA_PENTING = { "ngapain", # penanda kritik tersirat "percuma", # penanda sia-sia "begini", # "kebijakan begini" = kritik tersirat + "gajelas", # "gajelas aja kebijakan ini" = tidak jelas/negatif + "mahal", # "mahal banget kebijakan ini" = negatif + "nyusahin", # penanda ribet/susah-susahin } diff --git a/sentiment_service.py b/sentiment_service.py index 080ce46..82a295d 100644 --- a/sentiment_service.py +++ b/sentiment_service.py @@ -81,6 +81,11 @@ KATA_SENTIMEN_PENTING = { "rugi", "boros", # Emosi "marah", "sedih", "khawatir", + + # ── TAMBAHAN ──────────────────────────────────────────── +'malas', 'males', 'enggan', 'bete', 'jengkel', 'depresi', +'gondok', 'dongkol', 'sebal', 'bosan', 'jenuh', 'heran', 'bingung', 'pusing', 'stress', 'panik', +'kapok', 'muak', 'frustrasi', 'menyesal', 'nyesel', 'mahal', } @@ -97,66 +102,54 @@ KATA_SENTIMEN_PENTING = { # ═══════════════════════════════════════════════════════════ LEXICON_POSITIF = { - # Apresiasi murni - "bagus", "keren", "mantap", "mantep", "hebat", - "oke", "sip", "top", "jos", "goks", "kece", "mantul", - "terbaik", "cakep", "cucok", "gaskeun", "kuy", - # Dukungan / persetujuan - "setuju", "dukung", "mendukung", "pro", "lanjut", "sepakat", - # Emosi positif - "bangga", "senang", "suka", "puas", "gembira", "bahagia", - "syukur", "alhamdulillah", - # Keberhasilan - "berhasil", "sukses", "berjaya", - # Kualitas SDM/institusi - "andal", "handal", "gercep", "sigap", "tanggap", "tegas", - "adil", "bijak", "bermanfaat", "berguna", "membantu", - "inovatif", "maju", "berkembang", "sejahtera", "terpercaya", - # Ekonomi / ongkir positif - "untung", "gratis", "murah", "hemat", "terjangkau", - "efisien", "mudah", "praktis", "cepat", "aman", "andalan", - # Solusi - "solusi", "menguntungkan", "memuaskan", "membanggakan", - "mengagumkan", - # ─── DIHAPUS (terlalu kontekstual): ──────────────── - # "baik" → "lebih baik X daripada Y" bukan pujian langsung - # "benar" → kontekstual ("itu benar" bisa netral) - # "penting" → "lebih penting" bukan pujian - # "wajar" → netral kontekstual - # "perlu" → netral kontekstual - # "tepat" → kontekstual - # "jelas" → kontekstual - # "fair" → kontekstual - # "manfaat" → kontekstual - # "kompetitif", "saing" → kontekstual + 'setuju', 'dukung', 'mendukung', 'pro', 'sepakat', + 'bagus', 'keren', 'mantap', 'mantep', 'bravo', + 'salut', 'apresiasi', 'hebat', 'oke', + 'bangga', 'senang', 'suka', 'puas', 'gembira', 'bahagia', + 'berhasil', 'sukses', 'berjaya', + 'andal', 'handal', 'gercep', 'bijak', 'bermanfaat', + 'berguna', 'membantu', 'inovatif', + 'berantas', 'melindungi', 'perlindungan', + 'untung', 'menguntungkan', 'solusi', 'memuaskan', } LEXICON_NEGATIF = { + # Umpatan + 'tolol', 'bodoh', 'goblog', 'goblok', 'dungu', 'idiot', + 'bego', 'anjing', 'bangsat', 'bajingan', 'brengsek', + 'gila', 'edan', 'biadab', # Penilaian buruk - "buruk", "jelek", "parah", "rusak", "hancur", "ancur", - "gagal", "ambruk", "terpuruk", "bangkrut", - "ngaco", "ngasal", "gaje", "receh", - "salah", "keliru", "gegabah", "sembarangan", "ngawur", + 'salah', 'keliru', 'gagal', 'buruk', 'jelek', 'parah', 'mahal', + 'payah', 'lemah', 'ngawur', 'kacau', 'hancur', 'berantakan', 'gajelas', # Ketidakjujuran - "bohong", "tipu", "curang", "manipulasi", "korupsi", - "kebohongan", "penipuan", "hoax", "kibul", - "monopoli", "licik", - # Emosi negatif - "kecewa", "marah", "sedih", "khawatir", "takut", - "benci", "jijik", "muak", "kesal", "frustrasi", - "geram", "dongkol", - # Ekonomi / ongkir negatif - "mahal", "rugi", "merugikan", "rugikan", "overprice", - "lambat", "lemot", "lelet", "boros", - "memberatkan", "menyulitkan", - # Kesulitan / masalah - "ribet", "susah", "sulit", "bermasalah", "repot", - "ngeributin", - # Sifat mengecewakan - "mengecewakan", "menyebalkan", "menyusahkan", - # Kritik / penolakan - "mengeluh", "protes", "menolak", "tolak", "keberatan", - "diskriminasi", "zalim", + 'bohong', 'tipu', 'menipu', 'penipuan', 'curang', + 'manipulasi', 'korupsi', 'koruptor', 'maling', 'skandal', + # EMOSI NEGATIF — ini yang sebelumnya tidak ada + 'kecewa', 'marah', 'kesal', 'jengkel', 'gondok', + 'dongkol', 'sebal', 'sebel', 'benci', 'muak', + 'frustrasi', 'khawatir', 'cemas', 'resah', 'takut', + 'sedih', 'menyesal', 'nyesel', 'sesal', 'kapok', 'trauma', + 'malas', # ROOT CAUSE — wajib ada + 'males', # slang malas + 'enggan', 'bete', 'bosan', 'jenuh', + # Penolakan + 'menolak', 'tolak', 'protes', 'keberatan', 'kontra', + # Dampak negatif + 'merugikan', 'rugikan', 'menyusahkan', 'membebani', + 'menghambat', 'mengecewakan', 'menyebalkan', + # Sindiran + 'percuma', 'siasia', 'konyol', 'absurd', 'miris', + 'ironis', 'memalukan', 'memprihatinkan', + # Masalah + 'masalah', 'bermasalah', 'ricuh', 'kacau', 'ribet', + 'susah', 'sulit', 'rumit', + # Domain Komdigi + 'judol', 'pinjol', 'ngurusin', 'ngurusi', 'urusin', + 'sibuk', 'melempem', + # Seruan negatif + 'ckckck', 'astaga', + # Lain + 'blokir', 'hambat', 'diskriminasi', 'zalim', 'bocor', } KATA_NEGASI = { @@ -192,12 +185,21 @@ POLA_KOMPARATIF_NEGATIF = [ POLA_KRITIK_TERSIRAT = [ # "tidak penting / gak penting" — dismissif (r"\b(tidak|tak|gak|ga|ngga|nggak)\b.{0,15}\bpenting\b", 1), + + (r"\b(tidak|tak|gak|ga|ngga|nggak)\b.{0,15}\bjelas\b", 1), + + (r"\b(tidak|tak|gak|ga|ngga|nggak)\b.{0,15}\bbecus\b", 1), + + # "ngapain / buat apa / untuk apa" + konteks kebijakan (r"\b(ngapain|buat apa|untuk apa|ngapain)\b.{1,50}\b(kebijakan|ongkir|aturan|regulasi)\b", 2), # "gak usah / tidak usah / gak perlu" (r"\b(gak|ga|tidak|tak|ngga)\b\s*(usah|perlu)\b", 1), # "percuma / sia-sia / buang-buang" (r"\b(percuma|sia-sia|buang-buang)\b", 2), + + (r"\b(nyusahin|ribet|maksain|susah-susahin)\b", 2), + # "mending urusin yang lain / yang lebih penting" (r"\bmending\b.{1,30}\b(urusin|urus)\b", 1), # "kebijakan begini / aturan begini" — menyiratkan tidak setuju @@ -361,6 +363,10 @@ def _load_stopwords() -> set: "ngapain", # penanda kritik tersirat "percuma", # penanda sia-sia "begini", # "kebijakan begini" = kritik tersirat + "gajelas", # "gajelas aja kebijakan ini" = tidak jelas/negatif + "mahal", # "mahal banget kebijakan ini" = negatif + "nyusahin", # penanda ribet/susah-susahin + "malas", # "malas banget urus kebijakan ini" = negatif } for kata in KATA_POLA_PENTING: base.discard(kata) @@ -579,8 +585,8 @@ def _hitung_skor_lexicon(teks_lexicon: str) -> dict: ) return { - "positif": skor_pos, - "negatif": skor_neg, + "positif": skor_pos, # ← wajib ada + "negatif": skor_neg, # ← wajib ada "net": skor_pos - skor_neg, "informatif": is_informatif, } @@ -672,13 +678,20 @@ def _klasifikasi_hybrid( Return: (label: str, confidence: float) """ net = skor["net"] + skor_pos = skor["positif"] # ← pastikan dict ini return nilai ini + skor_neg = skor["negatif"] # ← pastikan dict ini return nilai ini is_info = skor.get("informatif", False) - # ── Layer 0: Override tweet informatif ─────────────────────────────── - # Tweet yang hanya berisi pelaporan/informasi tanpa sentimen eksplisit - # dan net mendekati 0 → langsung Netral agar tidak salah klasifikasi. - if is_info and -1 <= net <= 1: - return ("Netral", 0.52) + # ── TAMBAHAN Layer 0b: Override dominasi kata ───────── + # Jika salah satu sisi punya ≥2 kata lebih banyak dari sisi lain, + # langsung putuskan tanpa menunggu model NB. + if skor_neg >= 2 and skor_neg > skor_pos: + conf = min(0.60 + (skor_neg - skor_pos) * 0.05, 0.90) + return ("Negatif", round(conf, 3)) + + if skor_pos >= 2 and skor_pos > skor_neg: + conf = min(0.60 + (skor_pos - skor_neg) * 0.05, 0.90) + return ("Positif", round(conf, 3)) # ── Layer 1a: Positif KUAT ──────────────────────────────────────────── if net >= 2: diff --git a/tfidf_vectorizer.pkl b/tfidf_vectorizer.pkl index 65b1e7e9000e0ded066267527fd2e36697ffb1cb..4f92677871f58927544dcc5dbab636642f577581 100644 GIT binary patch literal 29695 zcmb_lcbr^R^-r=hv%6DvcXoD@KoAB{2`%&(in4%!5Qu^iP$SEmo!Oa}sZL2)ihu|N z9Yx3hVnYy!fPg?03l{9XVDE?x6|sv2%X#nJ?|t`scjpuQeSY~PH*e1Oe9yV(_VQjX 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100644 --- a/tweets-data/hasil_top.old.csv +++ b/tweets-data/hasil_top.old.csv @@ -1 +1,3 @@ - +"conversation_id_str","created_at","favorite_count","full_text","id_str","image_url","in_reply_to_screen_name","lang","location","quote_count","reply_count","retweet_count","tweet_url","user_id_str","username" +"2065876194948743503","Sat Jun 13 19:17:21 +0000 2026","0","setuju komdigi mengeluarkan gratis ongkir sehingga saya menjadi malas dan kecewa","2065876194948743503","","","in","","0","0","0","https://x.com/undefined/status/2065876194948743503","1814143201718247424", +"2066043912842822069","Sun Jun 14 06:23:48 +0000 2026","0","saya tidak setuju dengan kebijakan komdigi dengan mengeluarkan kebijakan gratis ongkir ini membuat saya jadi senang berbelanja","2066043912842822069","","","in","","0","0","0","https://x.com/undefined/status/2066043912842822069","1814143201718247424",