Upload 12 files
Browse files- .gitattributes +1 -0
- dictionary.pkl +3 -0
- func.py +143 -0
- kamus.txt +1321 -0
- lda.model +3 -0
- lda.model.expElogbeta.npy +3 -0
- lda.model.id2word +0 -0
- lda.model.state +0 -0
- main.py +67 -0
- requirements.txt +14 -0
- runtime.txt +1 -0
.gitattributes
CHANGED
@@ -31,3 +31,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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model_imp filter=lfs diff=lfs merge=lfs -text
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dictionary.pkl
ADDED
@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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oid sha256:56f6e48f2937a6e227b61c662dffdbf27fcc49dfdfbf5ba03c4944efbe11396d
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size 11118
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func.py
ADDED
@@ -0,0 +1,143 @@
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import re
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import string
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from nltk.tokenize import word_tokenize
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import pandas as pd
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import numpy as np
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from nltk.corpus import stopwords
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import re
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import string
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from nltk.tokenize import word_tokenize
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from nltk.stem.porter import *
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# A Function to use in the dataframe
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kamus = pd.read_csv('kamus.txt', sep=" ", header=None,names=['slang', 'fix'])
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slang_list = kamus['slang'].tolist()
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fix_list = kamus['fix'].tolist()
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def TextProcess(text):
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# 1. Change all text to Lowercase
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text = text.lower()
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# 2. Removing Mentions
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text = re.sub("@[A-Za-z0-9_]+", " ", text)
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# 3. Removing Hashtags
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text = re.sub("#[A-Za-z0-9_]+", " ", text)
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# 4. Removing \n
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text = re.sub(r"\\n", " ",text)
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# 5. Removing Whitespaces
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text = text.strip()
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# 6. Removing Links
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text = re.sub(r"http\S+", " ", text)
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text = re.sub(r"www.\S+", " ", text)
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# 7. Removing non text characters such as Emojis, Mathematical symbols
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text = re.sub("[^A-Za-z\s']", " ", text)
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# 8. Removing RT
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text = re.sub("rt", " ",text)
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# 9. Removing Punctuations
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text = text.translate(str.maketrans('', '', string.punctuation))
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# 11. Tokenization
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token = word_tokenize(text)
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for x in range(len(token)):
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for i in range(len(slang_list)):
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if token[x] == slang_list[i]:
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token[x] = fix_list[i]
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else:
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pass
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from nltk.util import ngrams
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_2gram = [' '.join(e) for e in ngrams(token, 2)]
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_3gram = [' '.join(e) for e in ngrams(token, 3)]
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text = token + _2gram + _3gram
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#text2 = ' '.join(token)
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text = np.array(text)
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return text
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def TextProcess2(text):
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# 1. Change all text to Lowercase
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text = text.lower()
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# 2. Removing Mentions
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text = re.sub("@[A-Za-z0-9_]+", " ", text)
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# 3. Removing Hashtags
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text = re.sub("#[A-Za-z0-9_]+", " ", text)
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# 4. Removing \n
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text = re.sub(r"\\n", " ",text)
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# 5. Removing Whitespaces
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text = text.strip()
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# 6. Removing Links
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text = re.sub(r"http\S+", " ", text)
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text = re.sub(r"www.\S+", " ", text)
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# 7. Removing non text characters such as Emojis, Mathematical symbols
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text = re.sub("[^A-Za-z\s']", " ", text)
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# 8. Removing RT
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text = re.sub("rt", " ",text)
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# 9. Tokenization
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tokens = word_tokenize(text)
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for x in range(len(tokens)):
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for i in range(len(slang_list)):
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if tokens[x] == slang_list[i]:
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tokens[x] = fix_list[i]
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else:
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pass
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# 10. Removing Stopwords
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# stopwords_en = list(set(stopwords.words('english')))
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text = ' '.join([word for word in tokens])
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# 11. Stemming
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stemmer = PorterStemmer()
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text = stemmer.stem(text)
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return text
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def Label(num):
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if num == 0:
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topic = 'Baterai cepat habis'
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elif num == 1:
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topic = 'hp tidak berfungsi, tidak sesuai, tidak nyala'
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elif num == 2:
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topic = 'barang tidak sesuai deskripsi, hp mati'
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elif num == 3:
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topic = 'positif'
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elif num == 4:
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topic = 'barang tidak sesuai pesanan'
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elif num == 5:
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topic = 'barang rusak'
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elif num == 6:
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topic = 'barang tidak sesuai, suara tidak berfungsi'
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elif num == 7:
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topic = 'warna tidak sesuai, atau barang tidak sesuai gambar'
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elif num == 8:
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topic = 'barang tidak sesuai deskripsi, pengiriman lama'
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elif num == 9:
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topic = 'barang kosong, cancel, retur'
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else:
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pass
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return topic
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kamus.txt
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|
1 |
+
7an tujuan
|
2 |
+
@ di
|
3 |
+
ababil abg labil
|
4 |
+
abis habis
|
5 |
+
acc accord
|
6 |
+
ad ada
|
7 |
+
adlah adalah
|
8 |
+
adlh adalah
|
9 |
+
adoh aduh
|
10 |
+
afaik as far as i know
|
11 |
+
aha tertawa
|
12 |
+
ahaha haha
|
13 |
+
aing saya
|
14 |
+
aj saja
|
15 |
+
aja saja
|
16 |
+
ajep-ajep dunia gemerlap
|
17 |
+
ajj saja
|
18 |
+
ak saya
|
19 |
+
aka dikenal juga sebagai
|
20 |
+
akika aku
|
21 |
+
akko aku
|
22 |
+
akkoh aku
|
23 |
+
akku aku
|
24 |
+
akuwh aku
|
25 |
+
akyu aku
|
26 |
+
alay norak
|
27 |
+
aljasa asal jadi saja
|
28 |
+
alow halo
|
29 |
+
ama sama
|
30 |
+
ambilin ambilkan
|
31 |
+
ambl ambil
|
32 |
+
ancur hancur
|
33 |
+
anjir anjing
|
34 |
+
anjrit anjing
|
35 |
+
ank anak
|
36 |
+
anter antar
|
37 |
+
ap apa
|
38 |
+
ap2 apa-apa
|
39 |
+
apaan apa
|
40 |
+
apasih apa sih
|
41 |
+
ape apa
|
42 |
+
apes sial
|
43 |
+
aplot unggah
|
44 |
+
aps apa
|
45 |
+
apva apa
|
46 |
+
aq saya
|
47 |
+
aqu aku
|
48 |
+
aquwh aku
|
49 |
+
asap sesegera mungkin
|
50 |
+
asbun asal bunyi
|
51 |
+
aseek asyik
|
52 |
+
aseekk asyik
|
53 |
+
asek asyik
|
54 |
+
asekk asyik
|
55 |
+
aseknya asyiknya
|
56 |
+
asem asam
|
57 |
+
asoy asyik
|
58 |
+
aspal asli tetapi palsu
|
59 |
+
astrojim astagfirullahaladzim
|
60 |
+
astul asal tulis
|
61 |
+
ath kalau begitu
|
62 |
+
ato atau
|
63 |
+
atuh kalau begitu
|
64 |
+
au ah tidak mau tahu
|
65 |
+
ava avatar
|
66 |
+
awak saya
|
67 |
+
aws awas
|
68 |
+
ay sayang
|
69 |
+
ayang sayang
|
70 |
+
ayank sayang
|
71 |
+
ayok ayo
|
72 |
+
b4 sebelum
|
73 |
+
bacot banyak bicara
|
74 |
+
bakalan akan
|
75 |
+
bales balas
|
76 |
+
bandes bantuan desa
|
77 |
+
bangdes pembangunan desa
|
78 |
+
bangedh banget
|
79 |
+
bangkotan tua
|
80 |
+
banpol bantuan polisi
|
81 |
+
banpres bantuan presiden
|
82 |
+
banpur bantuan tempur
|
83 |
+
bansarkas bantuan sarana kesehatan
|
84 |
+
basbang basi
|
85 |
+
bazis badan amal, zakat, infak, dan sedekah
|
86 |
+
bcanda bercanda
|
87 |
+
bcoz karena
|
88 |
+
bdg bandung
|
89 |
+
beb sayang
|
90 |
+
begajulan nakal
|
91 |
+
bejibun banyak
|
92 |
+
beliin belikan
|
93 |
+
belom belum
|
94 |
+
bencong banci
|
95 |
+
bener benar
|
96 |
+
bentar sebentar
|
97 |
+
ber2 berdua
|
98 |
+
ber3 bertiga
|
99 |
+
berdikari berdiri di atas kaki sendiri
|
100 |
+
beresin membereskan
|
101 |
+
bet banget
|
102 |
+
bete bosan
|
103 |
+
beti beda tipis
|
104 |
+
beud banget
|
105 |
+
beut banget
|
106 |
+
bg abang
|
107 |
+
bgd banget
|
108 |
+
bgmn bagaimana
|
109 |
+
bgs bagus
|
110 |
+
bgt banget
|
111 |
+
bhubu tidur
|
112 |
+
bijimane bagaimana
|
113 |
+
bimbuluh bimbingan dan penyuluhan
|
114 |
+
bintal bimbingan mental
|
115 |
+
bisi kalau-kalau
|
116 |
+
bkl akan
|
117 |
+
bkn bukan
|
118 |
+
bknnya bukannya
|
119 |
+
bl beli
|
120 |
+
blegug bodoh
|
121 |
+
blg bilang
|
122 |
+
blh boleh
|
123 |
+
blm belum
|
124 |
+
bln bulan
|
125 |
+
bls balas
|
126 |
+
blum belum
|
127 |
+
bnchi benci
|
128 |
+
bnci benci
|
129 |
+
bngung bingung
|
130 |
+
bnran yang benar
|
131 |
+
bnyk banyak
|
132 |
+
bodor lucu
|
133 |
+
bohay badan aduhai
|
134 |
+
bokap ayah
|
135 |
+
bokep video porno
|
136 |
+
boker buang air besar
|
137 |
+
bokin pacar
|
138 |
+
bokis bohong
|
139 |
+
bole boleh
|
140 |
+
boljug boleh juga
|
141 |
+
bolot bodoh
|
142 |
+
bonek bocah nekat
|
143 |
+
bonyok ayah ibu
|
144 |
+
boyeh boleh
|
145 |
+
bpk bapak
|
146 |
+
br baru
|
147 |
+
brb segera kembali
|
148 |
+
brg barang
|
149 |
+
brngkt berangkat
|
150 |
+
bro saudara laki-laki
|
151 |
+
brp berapa
|
152 |
+
bru baru
|
153 |
+
brur saudara laki-laki
|
154 |
+
bs bisa
|
155 |
+
bsa bisa
|
156 |
+
bsen bosan
|
157 |
+
bsk besok
|
158 |
+
bt bosan sekali
|
159 |
+
bt buat
|
160 |
+
btw ngomong-ngomong
|
161 |
+
bu_bu tidur
|
162 |
+
buaya tidak setia
|
163 |
+
bubarin bubarkan
|
164 |
+
bubbu tidur
|
165 |
+
buber buka bersama
|
166 |
+
bubu tidur
|
167 |
+
bujubune luar biasa
|
168 |
+
bumil ibu hamil
|
169 |
+
buser buru sergap
|
170 |
+
bw bawa
|
171 |
+
bwhn bawahan
|
172 |
+
bwt buat
|
173 |
+
byar bayar
|
174 |
+
byk banyak
|
175 |
+
byr bayar
|
176 |
+
byrin bayarkan
|
177 |
+
c8 chat
|
178 |
+
cabal sabar
|
179 |
+
cabut pergi
|
180 |
+
cadas keren
|
181 |
+
caem cakep
|
182 |
+
calo makelar
|
183 |
+
cama-cama sama-sama
|
184 |
+
can belum
|
185 |
+
cangcut celana dalam
|
186 |
+
capcus pergi
|
187 |
+
cape capek
|
188 |
+
caper cari perhatian
|
189 |
+
caur jelek
|
190 |
+
ce cewek
|
191 |
+
cekak tidak ada uang
|
192 |
+
cekal cegah tangkal
|
193 |
+
cekidot coba lihat
|
194 |
+
cemen penakut
|
195 |
+
cemplungin cemplungkan
|
196 |
+
cengengesan tertawa
|
197 |
+
ceper pendek
|
198 |
+
cepet cepat
|
199 |
+
ceu kakak perempuan
|
200 |
+
cew cewek
|
201 |
+
cewe cewek
|
202 |
+
chuyunk sayang
|
203 |
+
cibuk sibuk
|
204 |
+
cimeng ganja
|
205 |
+
cin cinta
|
206 |
+
cipika cipiki cium pipi kanan cium pipi kiri
|
207 |
+
ciye cie
|
208 |
+
ciyh sih
|
209 |
+
ckck ck
|
210 |
+
ckepp cakep
|
211 |
+
ckp cakep
|
212 |
+
ckp cukup
|
213 |
+
clbk cinta lama bersemi kembali
|
214 |
+
cmiiw correct me if i'm wrong
|
215 |
+
cmpr campur
|
216 |
+
cmpur campur
|
217 |
+
cnenk senang
|
218 |
+
cong banci
|
219 |
+
congor mulut
|
220 |
+
conlok cinta lokasi
|
221 |
+
cow cowok
|
222 |
+
cowwyy maaf
|
223 |
+
coz karena
|
224 |
+
cp siapa
|
225 |
+
cpa siapa
|
226 |
+
ngeri seram
|
227 |
+
cpe capek
|
228 |
+
cppa siapa
|
229 |
+
cppe capek
|
230 |
+
cr cara
|
231 |
+
cucok cocok
|
232 |
+
cuek tidak acuh
|
233 |
+
cuex cuek
|
234 |
+
cuman Cuma
|
235 |
+
cumi Cuma miscall
|
236 |
+
cungkring kurus tinggi
|
237 |
+
cups culun
|
238 |
+
cupu culun
|
239 |
+
curanmor pencurian kendaraan bermotor
|
240 |
+
curas pencurian dengan kekerasan
|
241 |
+
curcol curahan hati colongan
|
242 |
+
curhat curahan hati
|
243 |
+
cwek cewek
|
244 |
+
cwok cowok
|
245 |
+
cyin cinta
|
246 |
+
cz karena
|
247 |
+
d di
|
248 |
+
dagh sudah
|
249 |
+
dah deh
|
250 |
+
damang sehat
|
251 |
+
dapet dapat
|
252 |
+
dateng datang
|
253 |
+
de adik
|
254 |
+
dech deh
|
255 |
+
dek adik
|
256 |
+
deket dekat
|
257 |
+
demen suka
|
258 |
+
dengerin dengarkan
|
259 |
+
deyh deh
|
260 |
+
dg dengan
|
261 |
+
dgn dengan
|
262 |
+
dh deh
|
263 |
+
diancurin dihancurkan
|
264 |
+
digosipin digosipkan
|
265 |
+
dimaafin dimaafkan
|
266 |
+
dimana2 dimana-mana
|
267 |
+
dimintak diminta
|
268 |
+
dimna dimana
|
269 |
+
disono di sana
|
270 |
+
diuber dikejar
|
271 |
+
dket dekat
|
272 |
+
dkit sedikit
|
273 |
+
dkk dan kawan-kawan
|
274 |
+
dl dulu
|
275 |
+
dll dan lain-lain
|
276 |
+
dlm dalam
|
277 |
+
dlu dulu
|
278 |
+
dmn dimana
|
279 |
+
dngn dengan
|
280 |
+
doang saja
|
281 |
+
dodol bodoh
|
282 |
+
doi dia
|
283 |
+
doku uang
|
284 |
+
don juan playboy
|
285 |
+
dongs dong
|
286 |
+
donlot unduh
|
287 |
+
dpt dapat
|
288 |
+
dr dari
|
289 |
+
dri dari
|
290 |
+
drmana darimana
|
291 |
+
drmn darimana
|
292 |
+
drpd daripada
|
293 |
+
drtd dari tadi
|
294 |
+
dsb dan sebagainya
|
295 |
+
dst dan seterusnya
|
296 |
+
dstu disitu
|
297 |
+
dtg datang
|
298 |
+
dugem dunia gemerlap
|
299 |
+
duh aduh
|
300 |
+
duit uang
|
301 |
+
duren durian
|
302 |
+
dy dia
|
303 |
+
ed edisi
|
304 |
+
edan gila
|
305 |
+
egp emang gue pikirin
|
306 |
+
eike aku
|
307 |
+
eke aku
|
308 |
+
elo kamu
|
309 |
+
elu kamu
|
310 |
+
emang memang
|
311 |
+
emangnya memangnya
|
312 |
+
emg memang
|
313 |
+
emng memang
|
314 |
+
emte makan teman
|
315 |
+
endak tidak
|
316 |
+
engga tidak
|
317 |
+
enggak tidak
|
318 |
+
nggk tidak
|
319 |
+
entar nanti
|
320 |
+
envy iri
|
321 |
+
etc et cetera
|
322 |
+
ex mantan
|
323 |
+
ext extension
|
324 |
+
fax facsimile
|
325 |
+
fb facebook
|
326 |
+
fifo first in first out
|
327 |
+
finek finansial ekonomi
|
328 |
+
folbek follow back
|
329 |
+
fwd diterukan
|
330 |
+
fyi sebagai informasi
|
331 |
+
ga tidak
|
332 |
+
gaada tidak ada uang
|
333 |
+
gabisa tidak bisa
|
334 |
+
gag tidak
|
335 |
+
gahar sangar
|
336 |
+
gaje tidak jelas
|
337 |
+
gak tidak
|
338 |
+
gak papa tidak apa-apa
|
339 |
+
gamau tidak mau
|
340 |
+
gan juragan
|
341 |
+
gapapa tidak apa-apa
|
342 |
+
gaptek gagap teknologi
|
343 |
+
gatau tidak tahu
|
344 |
+
gatek gagap teknologi
|
345 |
+
gatot gagal total
|
346 |
+
gawe kerja
|
347 |
+
gax tidak
|
348 |
+
gbs tidak bisa
|
349 |
+
gda tidak ada uang
|
350 |
+
gebetan orang yang disuka
|
351 |
+
geer gede rasa
|
352 |
+
geje tidak jelas
|
353 |
+
gelo gila
|
354 |
+
gepeng gelandangan dan pengemis
|
355 |
+
ghiey lagi
|
356 |
+
ghiy lagi
|
357 |
+
gi lagi
|
358 |
+
gile gila
|
359 |
+
giman gigi mancung
|
360 |
+
gimana bagaimana
|
361 |
+
gini begini
|
362 |
+
gino gigi nongol
|
363 |
+
gitchu gitu
|
364 |
+
githu gitu
|
365 |
+
gitu begitu
|
366 |
+
gj tidak jelas
|
367 |
+
gk tidak
|
368 |
+
gmana bagaimana
|
369 |
+
gmn bagaimana
|
370 |
+
gn begini
|
371 |
+
goblog goblok
|
372 |
+
goblok bodoh
|
373 |
+
good bagus
|
374 |
+
gokil gila
|
375 |
+
golput golongan putih
|
376 |
+
gombal suka merayu
|
377 |
+
gowes mengayuh sepeda
|
378 |
+
gpl tidak pakai lama
|
379 |
+
gpny tidak punya
|
380 |
+
gpp tidak apa-apa
|
381 |
+
gr gede rasa
|
382 |
+
gretong gratis
|
383 |
+
gretongan gratisan
|
384 |
+
gt begitu
|
385 |
+
gtau tidak tahu
|
386 |
+
gtw tidak tahu
|
387 |
+
gua saya
|
388 |
+
gue saya
|
389 |
+
guoblok goblok
|
390 |
+
guys teman-teman
|
391 |
+
gw saya
|
392 |
+
gws cepat sembuh
|
393 |
+
ha tertawa
|
394 |
+
haghaghag tertawa
|
395 |
+
haha tertawa
|
396 |
+
hakhak tertawa
|
397 |
+
hallow halo
|
398 |
+
handak bahan peledak
|
399 |
+
hankam pertahanan dan keamanan
|
400 |
+
hansip pertahanan sipil
|
401 |
+
hehe he
|
402 |
+
hellow halo
|
403 |
+
helo halo
|
404 |
+
helow halo
|
405 |
+
hey hai
|
406 |
+
hi hai
|
407 |
+
hlm halaman
|
408 |
+
hlng hilang
|
409 |
+
hny hanya
|
410 |
+
hnya hanya
|
411 |
+
hoax isu bohong
|
412 |
+
houm rumah
|
413 |
+
hr hari
|
414 |
+
hrs harus
|
415 |
+
hrus harus
|
416 |
+
hubad hubungan angkatan darat
|
417 |
+
hubdar perhubungan darat
|
418 |
+
hubla perhubungan laut
|
419 |
+
huff mengeluh
|
420 |
+
huft mengeluh
|
421 |
+
hum rumah
|
422 |
+
humas hubungan masyarakat
|
423 |
+
humz rumah
|
424 |
+
idk saya tidak tahu
|
425 |
+
ilang hilang
|
426 |
+
ilfeel tidak suka
|
427 |
+
ilfil tidak suka
|
428 |
+
imba jago sekali
|
429 |
+
imho in my humble opinion
|
430 |
+
imoet imut
|
431 |
+
imoetz imut
|
432 |
+
info informasi
|
433 |
+
item hitam
|
434 |
+
itung hitung
|
435 |
+
itungan hitungan
|
436 |
+
isengin bercanda
|
437 |
+
iy iya
|
438 |
+
iyala iya lah
|
439 |
+
iye iya
|
440 |
+
iyo iya
|
441 |
+
ja saja
|
442 |
+
jablay jarang dibelai
|
443 |
+
jadiin jadikan
|
444 |
+
jadul jaman dulu
|
445 |
+
jaim jaga image
|
446 |
+
jancuk anjing
|
447 |
+
jayus tidak lucu
|
448 |
+
jd jadi
|
449 |
+
jdi jadi
|
450 |
+
jdikan jadikan
|
451 |
+
jem jam
|
452 |
+
jg juga
|
453 |
+
jga juga
|
454 |
+
jgn jangan
|
455 |
+
jgnkan jangankan
|
456 |
+
jijay jijik
|
457 |
+
jir anjing
|
458 |
+
jkt jakarta
|
459 |
+
jln jalan
|
460 |
+
jnj janji
|
461 |
+
jomblo tidak punya pacar
|
462 |
+
jth jatuh
|
463 |
+
jubir juru bicara
|
464 |
+
jurdil jujur adil
|
465 |
+
jutek galak
|
466 |
+
jwb jawab
|
467 |
+
k ke
|
468 |
+
ka kakak
|
469 |
+
kab kabupaten
|
470 |
+
kabag kepala bagian
|
471 |
+
kabor kabur
|
472 |
+
kacian kasihan
|
473 |
+
kacrut kacau
|
474 |
+
kadit kepala direktorat
|
475 |
+
kadiv kepala divisi
|
476 |
+
kaga tidak
|
477 |
+
kagak tidak
|
478 |
+
kaka kakak
|
479 |
+
kalo kalau
|
480 |
+
kalo kalau
|
481 |
+
kampret sialan
|
482 |
+
kamtib keamanan dan ketertiban
|
483 |
+
kamtibmas keamanan dan ketertiban masyarakat
|
484 |
+
kamuh kamu
|
485 |
+
kamuwh kamu
|
486 |
+
kamyu kamu
|
487 |
+
kanwil kantor wilayah
|
488 |
+
kapt kapten
|
489 |
+
karna karena
|
490 |
+
kasat kepala satuan
|
491 |
+
kasubbag kepala subbagian
|
492 |
+
kasubbid kepala subbidang
|
493 |
+
katrok kampungan
|
494 |
+
kau kamu
|
495 |
+
kayanya kayaknya
|
496 |
+
kbar kabar
|
497 |
+
kbr kabar
|
498 |
+
kcian kasihan
|
499 |
+
kdu harus
|
500 |
+
keburu terlanjur
|
501 |
+
kec kecamatan
|
502 |
+
kedubes kedutaan besar
|
503 |
+
kejurnas kejuaraan nasional
|
504 |
+
kek seperti
|
505 |
+
kekeuh keras kepala
|
506 |
+
keknya kayaknya
|
507 |
+
kel kelurahan
|
508 |
+
keliatan kelihatan
|
509 |
+
kemaren kemarin
|
510 |
+
keneh masih
|
511 |
+
kepengen mau
|
512 |
+
kepikiran terpikirkan
|
513 |
+
kepingin mau
|
514 |
+
kepo mau tahu urusan orang
|
515 |
+
kepsek kepala sekolah
|
516 |
+
kere tidak punya uang
|
517 |
+
kesbang kesatuan bangsa
|
518 |
+
kesian kasihan
|
519 |
+
kesra kesejahteraan rakyat
|
520 |
+
ketauan ketahuan
|
521 |
+
ketrima diterima
|
522 |
+
keukeuh keras kepala
|
523 |
+
kgiatan kegiatan
|
524 |
+
khan kan
|
525 |
+
kibul bohong
|
526 |
+
kibus kaki busuk
|
527 |
+
kimpoi kawin
|
528 |
+
kk kakak
|
529 |
+
kl kalau
|
530 |
+
klian kalian
|
531 |
+
klianz kalian
|
532 |
+
klo kalau
|
533 |
+
kloter kelompok terbang
|
534 |
+
kluarga keluarga
|
535 |
+
klw kalau
|
536 |
+
klwrga keluarga
|
537 |
+
km kamu
|
538 |
+
kmari kemari
|
539 |
+
kmps kampus
|
540 |
+
kmpus kampus
|
541 |
+
kmrn kemarin
|
542 |
+
kn kan
|
543 |
+
knal kenal
|
544 |
+
knl kenal
|
545 |
+
knp kenapa
|
546 |
+
knpa kenapa
|
547 |
+
kodya kota madya
|
548 |
+
kog kok
|
549 |
+
komdis komisi disiplin
|
550 |
+
kompi komputer
|
551 |
+
komsov komunis sovyet
|
552 |
+
komtiong komunis Tiongkok
|
553 |
+
kongkow kumpul bareng teman-teman
|
554 |
+
konjen konsulat jenderal
|
555 |
+
kopdar kopi darat
|
556 |
+
koq kok
|
557 |
+
korup korupsi
|
558 |
+
kpd kepada
|
559 |
+
kpn kapan
|
560 |
+
kptsan keputusan
|
561 |
+
krenz keren
|
562 |
+
krik garing
|
563 |
+
krm kirim
|
564 |
+
krn karena
|
565 |
+
kt kita
|
566 |
+
ktauan ketahuan
|
567 |
+
ktmu ketemu
|
568 |
+
ktny katanya
|
569 |
+
ktr kantor
|
570 |
+
kudu harus
|
571 |
+
kuper kurang pergaulan
|
572 |
+
kuq kok
|
573 |
+
kw imitasi
|
574 |
+
ky seperti
|
575 |
+
kyk seperti
|
576 |
+
kykny kayanya
|
577 |
+
la lah
|
578 |
+
laka kecelakaan
|
579 |
+
lam salam
|
580 |
+
lambreta lambat
|
581 |
+
lamp lampiran
|
582 |
+
lansia lanjut usia
|
583 |
+
lanud landasan udara
|
584 |
+
lapas lembaga pemasyarakatan
|
585 |
+
latgab latihan gabungan
|
586 |
+
lbur libur
|
587 |
+
lebay berlebihan
|
588 |
+
leh boleh
|
589 |
+
leh boleh
|
590 |
+
lekong laki-laki
|
591 |
+
lelet lambat
|
592 |
+
lemot lambat berfikir
|
593 |
+
lemot lemah otak
|
594 |
+
lg lagi
|
595 |
+
lgi lagi
|
596 |
+
lgkp lengkap
|
597 |
+
lgsg langsung
|
598 |
+
lht lihat
|
599 |
+
liat lihat
|
600 |
+
linmas perlindungan masyarakat
|
601 |
+
litbang penelitian dan pengembangan
|
602 |
+
lmyan lumayan
|
603 |
+
lmyn lumayan
|
604 |
+
lngkp lengkap
|
605 |
+
lo kamu
|
606 |
+
loch loh
|
607 |
+
loe kamu
|
608 |
+
lol tertawa
|
609 |
+
lola lambat berfikir
|
610 |
+
lom belum
|
611 |
+
louph cinta
|
612 |
+
loupz cinta
|
613 |
+
low kalau
|
614 |
+
lowh kamu
|
615 |
+
lp lupa
|
616 |
+
lu kamu
|
617 |
+
luber langsung, umum, bebas, dan rahasia
|
618 |
+
luchu lucu
|
619 |
+
luchuw lucu
|
620 |
+
luff cinta
|
621 |
+
lum belum
|
622 |
+
luph cinta
|
623 |
+
luthu lucu
|
624 |
+
lw kamu
|
625 |
+
lwn lawan
|
626 |
+
lwt lewat
|
627 |
+
maacih terima kasih
|
628 |
+
maaciw terima kasih
|
629 |
+
mabal bolos
|
630 |
+
mabes markas besar
|
631 |
+
macem macam
|
632 |
+
macem-macem macam-macam
|
633 |
+
macih masih
|
634 |
+
madesu masa depan suram
|
635 |
+
maem makan
|
636 |
+
maen main
|
637 |
+
magabut makan gaji buta
|
638 |
+
mahatma maju sehat bersama
|
639 |
+
maho homo
|
640 |
+
mak ibu
|
641 |
+
mak jang kaget
|
642 |
+
makasih terima kasih
|
643 |
+
maksain memaksa
|
644 |
+
malah bahkan
|
645 |
+
malem malam
|
646 |
+
malu2in memalukan
|
647 |
+
mam makan
|
648 |
+
mamz makan
|
649 |
+
maneh kamu
|
650 |
+
manies manis
|
651 |
+
maniez manis
|
652 |
+
mantep mantap
|
653 |
+
mao mau
|
654 |
+
markus makelar kasus
|
655 |
+
masukin masukkan
|
656 |
+
mba mbak
|
657 |
+
melu ikut
|
658 |
+
mending lebih baik
|
659 |
+
mepet dekat sekali
|
660 |
+
mgkn mungkin
|
661 |
+
mgu minggu
|
662 |
+
mhn mohon
|
663 |
+
migas minyak dan gas bumi
|
664 |
+
miker minuman keras
|
665 |
+
mikol minuman beralkohol
|
666 |
+
milis mailing list
|
667 |
+
miras minuman keras
|
668 |
+
mksd maksud
|
669 |
+
mlah malah
|
670 |
+
mls malas
|
671 |
+
mngkn mungkin
|
672 |
+
mnt minta
|
673 |
+
mo mau
|
674 |
+
moge motor gede
|
675 |
+
mokad mati
|
676 |
+
mokat mati
|
677 |
+
moso masa
|
678 |
+
mosok masa
|
679 |
+
mpe sampai
|
680 |
+
msh masih
|
681 |
+
msk masuk
|
682 |
+
mskpn meskipun
|
683 |
+
mslh masalah
|
684 |
+
msng2 masing-masing
|
685 |
+
mt makan teman
|
686 |
+
muahal mahal
|
687 |
+
mubes musyawarah besar
|
688 |
+
muker musyawarah kerja
|
689 |
+
mulu melulu
|
690 |
+
mumet pusing
|
691 |
+
mumpung selagi
|
692 |
+
muna munafik
|
693 |
+
munas musyawarah nasional
|
694 |
+
munaslub musyawarah nasional luar biasa
|
695 |
+
muntaber muntah dan berak
|
696 |
+
musda musyawarah daerah
|
697 |
+
musti mesti
|
698 |
+
muup maaf
|
699 |
+
muupz maaf
|
700 |
+
muuv maaf
|
701 |
+
mw mau
|
702 |
+
mw now watching
|
703 |
+
n dan
|
704 |
+
nal kenal
|
705 |
+
nanam menanam
|
706 |
+
nangis menangis
|
707 |
+
nanya bertanya
|
708 |
+
naon apa
|
709 |
+
napa kenapa
|
710 |
+
napa kenapa
|
711 |
+
napi narapidana
|
712 |
+
napol narapidana politik
|
713 |
+
napza narkotika, alkohol, psikotropika, dan zat adiktif
|
714 |
+
naq anak
|
715 |
+
narkoba narkotika, psikotropika, dan obat terlarang
|
716 |
+
narsis bangga pada diri sendiri
|
717 |
+
nasgor nasi goreng
|
718 |
+
nax anak
|
719 |
+
nda tidak
|
720 |
+
ndak tidak
|
721 |
+
ndiri sendiri
|
722 |
+
ndut gendut
|
723 |
+
ne ini
|
724 |
+
nekolim neokolonialisme
|
725 |
+
nekolin neokolonialisme
|
726 |
+
nelfon menelepon
|
727 |
+
nembak menyatakan cinta
|
728 |
+
ngabis2in menghabiskan
|
729 |
+
ngabuburit menunggu berbuka puasa
|
730 |
+
ngakak tertawa
|
731 |
+
ngaku mengaku
|
732 |
+
ngambek marah
|
733 |
+
ngambil mengambil
|
734 |
+
ngampus pergi ke kampus
|
735 |
+
nganggur tidak punya pekerjaan
|
736 |
+
ngantri mengantri
|
737 |
+
ngapah kenapa
|
738 |
+
ngapain sedang apa
|
739 |
+
ngaret terlambat
|
740 |
+
ngaruh berpengaruh
|
741 |
+
ngasih memberikan
|
742 |
+
ngawur berbicara sembarangan
|
743 |
+
ngebandel berbuat bandel
|
744 |
+
ngeceng kumpul bareng-bareng
|
745 |
+
ngegosip bergosip
|
746 |
+
ngeh sadar
|
747 |
+
ngeklaim mengklaim
|
748 |
+
ngekos tinggal di kos
|
749 |
+
ngeksis menjadi eksis
|
750 |
+
ngelamar melamar
|
751 |
+
ngeles berkilah
|
752 |
+
ngeliat melihat
|
753 |
+
ngelidur menggigau
|
754 |
+
ngemeng bicara terus-terusan
|
755 |
+
ngerampok merampok
|
756 |
+
ngerti mengerti
|
757 |
+
ngga tidak
|
758 |
+
nggak tidak
|
759 |
+
ngibul berbohong
|
760 |
+
ngikut ikut
|
761 |
+
ngiler mau
|
762 |
+
nginep menginap
|
763 |
+
ngiri iri
|
764 |
+
ngisi mengisi
|
765 |
+
ngisiin mengisikan
|
766 |
+
ngmg bicara
|
767 |
+
ngmng bicara
|
768 |
+
ngocol lucu
|
769 |
+
ngomong bicara
|
770 |
+
ngomongin membicarakan
|
771 |
+
ngubek2 mencari-cari
|
772 |
+
ngumpul berkumpul
|
773 |
+
ngurus mengurus
|
774 |
+
ni ini
|
775 |
+
nice bagus
|
776 |
+
nie ini
|
777 |
+
niech nih
|
778 |
+
nih ini
|
779 |
+
nimbrung ikut serta
|
780 |
+
niyh nih
|
781 |
+
nkah nikah
|
782 |
+
nmr nomor
|
783 |
+
nnti nanti
|
784 |
+
nntn nonton
|
785 |
+
no nomor
|
786 |
+
nobar nonton bareng
|
787 |
+
nongkrong kumpul-kumpul
|
788 |
+
np now playing
|
789 |
+
nrp narapidana
|
790 |
+
ntar nanti
|
791 |
+
ntar sebentar
|
792 |
+
ntn nonton
|
793 |
+
nuhun terima kasih
|
794 |
+
numpuk bertumpuk
|
795 |
+
nunggu menunggu
|
796 |
+
nutupin menutupi
|
797 |
+
nyampah membuat sampah
|
798 |
+
nyasar tersesat
|
799 |
+
nyari mencari
|
800 |
+
nyariin mencari
|
801 |
+
nyekar menyekar
|
802 |
+
nyiapin mempersiapkan
|
803 |
+
nyicil mencicil
|
804 |
+
nyiram menyiram
|
805 |
+
nyoblos mencoblos
|
806 |
+
nyok ayo
|
807 |
+
nyokap ibu
|
808 |
+
o/ oleh
|
809 |
+
ogah tidak mau
|
810 |
+
ok ok
|
811 |
+
okt oktober
|
812 |
+
ol online
|
813 |
+
omdo omong doang
|
814 |
+
ongkir ongkos kirim
|
815 |
+
oon bodoh
|
816 |
+
oot out of topic
|
817 |
+
org orang
|
818 |
+
org2 orang-orang
|
819 |
+
orkes olahraga dan kesehatan
|
820 |
+
ortu orang tua
|
821 |
+
ospek orientasi studi dan pengenalan kampus
|
822 |
+
otda otonomi daerah
|
823 |
+
otre ok
|
824 |
+
otw on the way, sedang di jalan
|
825 |
+
pa apa
|
826 |
+
pacal pacar
|
827 |
+
pahe paket hemat
|
828 |
+
pake pakai
|
829 |
+
pakek pakai
|
830 |
+
pala kepala
|
831 |
+
panja panitia kerja
|
832 |
+
pansus panitia khusus
|
833 |
+
pantura pantai utara
|
834 |
+
parpol partai politik
|
835 |
+
pas2an pas-pasan
|
836 |
+
pasutri pasangan suami istri
|
837 |
+
patas cepat dan terbatas
|
838 |
+
pd pada
|
839 |
+
pdhl padahal
|
840 |
+
pede percaya diri
|
841 |
+
pelatda pemusatan latihan daerah
|
842 |
+
pelatnas pemusatan latihan nasional
|
843 |
+
pembokat pembantu
|
844 |
+
pemda pemerintah daerah
|
845 |
+
pemilu pemilihan umum
|
846 |
+
pemkot pemerintah kota
|
847 |
+
pemprov pemerintah provinsi
|
848 |
+
pemred pemimpin redaksi
|
849 |
+
pengen ingin
|
850 |
+
penjas pendidikan jasmani
|
851 |
+
penmas pendidikan masyarakat
|
852 |
+
perda peraturan daerah
|
853 |
+
perek wanita tuna susila
|
854 |
+
perhatiin perhatikan
|
855 |
+
pertamax pertama
|
856 |
+
pesenan pesanan
|
857 |
+
pesenin pesankan
|
858 |
+
pgang pegang
|
859 |
+
pgi pergi
|
860 |
+
pi tapi
|
861 |
+
pijetin pijitkan
|
862 |
+
pilkada pemilihan kepala daerah
|
863 |
+
pimpro pemimpin proyek
|
864 |
+
pisan sangat
|
865 |
+
pisgor pisang goreng
|
866 |
+
pk penjahat kelamin
|
867 |
+
pke pakai
|
868 |
+
plg paling
|
869 |
+
pm private message
|
870 |
+
pmrnth pemerintah
|
871 |
+
pny punya
|
872 |
+
polantas polisi lalu lintas
|
873 |
+
polwan polisi wanita
|
874 |
+
ponpes pondok pesantren
|
875 |
+
ponsel telepon seluler
|
876 |
+
pp pulang pergi
|
877 |
+
ppa apa
|
878 |
+
prg pergi
|
879 |
+
prikitiw cie
|
880 |
+
priksa periksa
|
881 |
+
prnh pernah
|
882 |
+
pro profesional
|
883 |
+
psen pesan
|
884 |
+
psn pesan
|
885 |
+
pst pasti
|
886 |
+
psti pasti
|
887 |
+
pswt pesawat
|
888 |
+
puanas panas
|
889 |
+
pw posisi nyaman
|
890 |
+
qmo kamu
|
891 |
+
qmu kamu
|
892 |
+
qt kita
|
893 |
+
rakor rapat koordinasi
|
894 |
+
rame ramai
|
895 |
+
ranmor kendaraan bermotor
|
896 |
+
raskin rakyat miskin
|
897 |
+
re reply
|
898 |
+
red redaksi
|
899 |
+
ref referensi
|
900 |
+
reg register
|
901 |
+
rehab rehabilitasi
|
902 |
+
rejeki rezeki
|
903 |
+
rempong sulit
|
904 |
+
renstra rencana strategis
|
905 |
+
repp balas
|
906 |
+
reskrim reserse kriminal
|
907 |
+
krim kirim
|
908 |
+
restik reserse narkotika
|
909 |
+
rhs Rahasia
|
910 |
+
rhs rahasia
|
911 |
+
rmbt rambut
|
912 |
+
rmh rumah
|
913 |
+
rofl rolling on the floor laughing
|
914 |
+
ru baru
|
915 |
+
rudal peluru kendali
|
916 |
+
ruko rumah toko
|
917 |
+
rusun rumah susun
|
918 |
+
rusunawa rumah susun sewa
|
919 |
+
rutan rumah tahanan
|
920 |
+
ruz terus
|
921 |
+
s4 sempat
|
922 |
+
saia saya
|
923 |
+
saiank sayang
|
924 |
+
salting salah tingkah
|
925 |
+
saltum salah kostum
|
926 |
+
sampe sampai
|
927 |
+
sampeyan anda
|
928 |
+
samsek sama sekali
|
929 |
+
sapa siapa
|
930 |
+
sapose siapa
|
931 |
+
satkorlak satuan koordinator pelaksana
|
932 |
+
satpam satuan pengamanan
|
933 |
+
say sayang
|
934 |
+
sbb sebagai berikut
|
935 |
+
sbg sebagai
|
936 |
+
sbh sebuah
|
937 |
+
sblm sebelum
|
938 |
+
sbnrny sebenarnya
|
939 |
+
scara secara
|
940 |
+
scr secara
|
941 |
+
sdg sedang
|
942 |
+
sdgkn sedangkan
|
943 |
+
sdh sudah
|
944 |
+
sdkt sedikit
|
945 |
+
sdngkn sedangkan
|
946 |
+
se7 setuju
|
947 |
+
seabrek banyak
|
948 |
+
sebelas dua belas mirip
|
949 |
+
sekjen sekretaris jenderal
|
950 |
+
sembako sembilan bahan pokok
|
951 |
+
sempak celana dalam
|
952 |
+
sempet sempat
|
953 |
+
sempet2nya sempat-sempatnya
|
954 |
+
sendratari seni drama tari
|
955 |
+
sertijab serah terima jabatan
|
956 |
+
sgt sangat
|
957 |
+
sgtunya segitunya
|
958 |
+
shg sehingga
|
959 |
+
sidak inspeksi mendadak
|
960 |
+
siech sih
|
961 |
+
sieyh sih
|
962 |
+
sikon situasi dan kondisi
|
963 |
+
simpedes simpanan pedesaan
|
964 |
+
sinetron sinema elektronik
|
965 |
+
sip ok
|
966 |
+
siramin siramkan
|
967 |
+
sis kakak perempuan
|
968 |
+
sj saja
|
969 |
+
skali sekali
|
970 |
+
skalian sekalian
|
971 |
+
skl sekali
|
972 |
+
sklh sekolah
|
973 |
+
skrg sekarang
|
974 |
+
skt sakit
|
975 |
+
skul sekolah
|
976 |
+
slesai selesai
|
977 |
+
slh salah
|
978 |
+
sll selalu
|
979 |
+
slm salam
|
980 |
+
slma selama
|
981 |
+
slmt selamat
|
982 |
+
slsai selesai
|
983 |
+
slt sulit
|
984 |
+
smpt sempat
|
985 |
+
smua semua
|
986 |
+
smw semua
|
987 |
+
smwny semuanya
|
988 |
+
sndiri sendiri
|
989 |
+
sng senang
|
990 |
+
sni sini
|
991 |
+
soljum sholat jumat
|
992 |
+
somse sombong sekali
|
993 |
+
songong sombong
|
994 |
+
sorry maaf
|
995 |
+
sory maaf
|
996 |
+
sosbud sosial-budaya
|
997 |
+
sosek sosial-ekonomi
|
998 |
+
sospol sosial-politik
|
999 |
+
sotoy sok tahu
|
1000 |
+
sowry maaf
|
1001 |
+
spa siapa
|
1002 |
+
spd sepeda
|
1003 |
+
sppa siapa
|
1004 |
+
sprti seperti
|
1005 |
+
spt seperti
|
1006 |
+
spy supaya
|
1007 |
+
srtfkt sertifikat
|
1008 |
+
stelah setelah
|
1009 |
+
stiap setiap
|
1010 |
+
stiap setiap
|
1011 |
+
stlh setelah
|
1012 |
+
subbag subbagian
|
1013 |
+
suk masuk
|
1014 |
+
sumbangin sumbangkan
|
1015 |
+
sumpek sempit
|
1016 |
+
sy saya
|
1017 |
+
syg sayang
|
1018 |
+
syp siapa
|
1019 |
+
t4 tempat
|
1020 |
+
tabanas tabungan pembangunan nasional
|
1021 |
+
tajir kaya
|
1022 |
+
tar nanti
|
1023 |
+
tau tahu
|
1024 |
+
taun tahun
|
1025 |
+
taw tahu
|
1026 |
+
tawh tahu
|
1027 |
+
td tadi
|
1028 |
+
tdi tadi
|
1029 |
+
tdk tidak
|
1030 |
+
te2p tetap
|
1031 |
+
teh kakak perempuan
|
1032 |
+
tekor rugi
|
1033 |
+
telat terlambat
|
1034 |
+
telkom telekomunikasi
|
1035 |
+
telmi telat berpikir
|
1036 |
+
telp telepon
|
1037 |
+
temen teman
|
1038 |
+
temen2 teman-teman
|
1039 |
+
tengil menyebalkan
|
1040 |
+
tengok menjenguk
|
1041 |
+
tepar terkapar
|
1042 |
+
terbitin terbitkan
|
1043 |
+
tggu tunggu
|
1044 |
+
tgl tanggal
|
1045 |
+
tgu tunggu
|
1046 |
+
thanks terima kasih
|
1047 |
+
thankss terima kasih
|
1048 |
+
thankz terima kasih
|
1049 |
+
thd terhadap
|
1050 |
+
thn tahun
|
1051 |
+
thx terima kasih
|
1052 |
+
tilang bukti pelanggaran
|
1053 |
+
tipi TV
|
1054 |
+
tipiwan TvOne
|
1055 |
+
tkg tukang
|
1056 |
+
tks terima kasih
|
1057 |
+
tll terlalu
|
1058 |
+
tlp telepon
|
1059 |
+
tlpn telepon
|
1060 |
+
tls tulis
|
1061 |
+
tman teman
|
1062 |
+
tmbah tambah
|
1063 |
+
tmbh tambah
|
1064 |
+
tmen2 teman-teman
|
1065 |
+
tmn2 teman-teman
|
1066 |
+
tmpah tumpah
|
1067 |
+
tmph tumpah
|
1068 |
+
tmpt tempat
|
1069 |
+
tnda tanda
|
1070 |
+
tngu tunggu
|
1071 |
+
tnh tanah
|
1072 |
+
tnyta ternyata
|
1073 |
+
togel toto gelap
|
1074 |
+
tokai tai
|
1075 |
+
tokai tai
|
1076 |
+
toserba toko serba ada
|
1077 |
+
tp tapi
|
1078 |
+
tpi tapi
|
1079 |
+
tq terima kasih
|
1080 |
+
trdhulu terdahulu
|
1081 |
+
trgntg tergantung
|
1082 |
+
trima terima kasih
|
1083 |
+
trims terima kasih
|
1084 |
+
trimz terima kasih
|
1085 |
+
trm terima
|
1086 |
+
trnyt ternyata
|
1087 |
+
trs terus
|
1088 |
+
trus terus
|
1089 |
+
trutama terutama
|
1090 |
+
trz terus
|
1091 |
+
ts penulis
|
1092 |
+
tsb tersebut
|
1093 |
+
tst tahu sama tahu
|
1094 |
+
ttd tertanda
|
1095 |
+
ttg tentang
|
1096 |
+
ttp tetap
|
1097 |
+
tuch tuh
|
1098 |
+
tuh itu
|
1099 |
+
tuir tua
|
1100 |
+
tuwh tuh
|
1101 |
+
tw tahu
|
1102 |
+
tyap tiap
|
1103 |
+
u kamu
|
1104 |
+
u/ untuk
|
1105 |
+
ud sudah
|
1106 |
+
uda sudah
|
1107 |
+
udah sudah
|
1108 |
+
udh sudah
|
1109 |
+
ujg ujung
|
1110 |
+
ujung2nya ujung-ujungnya
|
1111 |
+
ul ulangan
|
1112 |
+
ultah ulang tahun
|
1113 |
+
unyu lucu
|
1114 |
+
unyu menggemaskan
|
1115 |
+
uplot unggah
|
1116 |
+
uppu apa
|
1117 |
+
urang saya
|
1118 |
+
urg saya
|
1119 |
+
usah perlu
|
1120 |
+
utang hutang
|
1121 |
+
utk untuk
|
1122 |
+
utul ujian tertulis
|
1123 |
+
valas valuta asing
|
1124 |
+
vol volume
|
1125 |
+
w/ dengan
|
1126 |
+
wad buat
|
1127 |
+
wadir wakil direktur
|
1128 |
+
wagub wakil gubernur
|
1129 |
+
wamil wajib militer
|
1130 |
+
waria wanita pria
|
1131 |
+
warkop warung kopi
|
1132 |
+
warnet warung internet
|
1133 |
+
warteg warung tegal
|
1134 |
+
wartel warung telekomunikasi
|
1135 |
+
wat buat
|
1136 |
+
wk tertawa
|
1137 |
+
wkt waktu
|
1138 |
+
wkwk tertawa
|
1139 |
+
wtf what the fuck
|
1140 |
+
wth what the hell
|
1141 |
+
xixixi tertawa
|
1142 |
+
y kenapa
|
1143 |
+
ya iya
|
1144 |
+
yad yang akan datang
|
1145 |
+
yap iya
|
1146 |
+
yapz iya
|
1147 |
+
yaudah ya sudah
|
1148 |
+
yauwda ya sudah
|
1149 |
+
yawdah ya sudah
|
1150 |
+
ybs yang bersangkutan
|
1151 |
+
yg yang
|
1152 |
+
yi yaitu
|
1153 |
+
yl yang lain
|
1154 |
+
yng yang
|
1155 |
+
yo iya
|
1156 |
+
yoha iya
|
1157 |
+
yowes ya sudah
|
1158 |
+
yuk ayo
|
1159 |
+
yup iya
|
1160 |
+
ywdh ya sudah
|
1161 |
+
cb coba
|
1162 |
+
plh pilih
|
1163 |
+
y ya
|
1164 |
+
slalu selalu
|
1165 |
+
munfik munafik
|
1166 |
+
ahiok ahok
|
1167 |
+
reklamuk reklamasi
|
1168 |
+
victory menang
|
1169 |
+
sma sama
|
1170 |
+
kmrm kemeramen
|
1171 |
+
kmrn kemarin
|
1172 |
+
kowe kamu
|
1173 |
+
tren trend
|
1174 |
+
smg semoga
|
1175 |
+
ngehe kesal
|
1176 |
+
humoris lucu
|
1177 |
+
jadiin jadi
|
1178 |
+
mb mbak
|
1179 |
+
mz mas
|
1180 |
+
komun komunitas
|
1181 |
+
analisise analisis
|
1182 |
+
stop henti
|
1183 |
+
sadaar sadar
|
1184 |
+
manen panen
|
1185 |
+
sept september
|
1186 |
+
nyaingin saing
|
1187 |
+
nmenarik menarik
|
1188 |
+
war perang
|
1189 |
+
pake pakai
|
1190 |
+
janjinyaa janji
|
1191 |
+
zonk bodoh
|
1192 |
+
fitnag fitnah
|
1193 |
+
rights benar
|
1194 |
+
gub gubernur
|
1195 |
+
simiskin miskin
|
1196 |
+
gantengbs ganteng
|
1197 |
+
ngumpet sembunyi
|
1198 |
+
bedakin bedak
|
1199 |
+
hardcore keras
|
1200 |
+
anjay anjing
|
1201 |
+
akhirx akhirnya
|
1202 |
+
prototype contoh
|
1203 |
+
solve solusi
|
1204 |
+
rja raja
|
1205 |
+
watuk batuk
|
1206 |
+
nyang yang
|
1207 |
+
ngebully intimidasi
|
1208 |
+
hurts pedih
|
1209 |
+
masy masyarakat
|
1210 |
+
utip kutip
|
1211 |
+
still masih
|
1212 |
+
mndukung mendukung
|
1213 |
+
tauk tahu
|
1214 |
+
pulgar kasar
|
1215 |
+
mbual membual
|
1216 |
+
manggil panggil
|
1217 |
+
tioghoa tionghoa
|
1218 |
+
rkyt rakyat
|
1219 |
+
ngentotin senggama
|
1220 |
+
ngentot senggama
|
1221 |
+
kentot senggama
|
1222 |
+
toys main
|
1223 |
+
faktakta fakta
|
1224 |
+
nyemot ambil
|
1225 |
+
sohib teman
|
1226 |
+
ego emosi
|
1227 |
+
rubahnn rubah
|
1228 |
+
mbaur baur
|
1229 |
+
trlalu terlalu
|
1230 |
+
governor gubernur
|
1231 |
+
nyela cela
|
1232 |
+
heter pembenci
|
1233 |
+
heters pembenci
|
1234 |
+
insom insomnia
|
1235 |
+
nyembah sembah
|
1236 |
+
slama selama
|
1237 |
+
most paling
|
1238 |
+
modar mati
|
1239 |
+
ikon lambang
|
1240 |
+
buangbuang buang
|
1241 |
+
light terang
|
1242 |
+
amerik amarika
|
1243 |
+
pndukung pendukung
|
1244 |
+
mbabibuta ceroboh
|
1245 |
+
setting atur
|
1246 |
+
emank memang
|
1247 |
+
seting akting
|
1248 |
+
maybe mungkin
|
1249 |
+
next lanjut
|
1250 |
+
sebelom sebelum
|
1251 |
+
waspadalah waspada
|
1252 |
+
our kami
|
1253 |
+
bokep porno
|
1254 |
+
cayalah percaya
|
1255 |
+
gantengsaya ganteng
|
1256 |
+
bajir banjir
|
1257 |
+
parte partai
|
1258 |
+
nyalahin salah
|
1259 |
+
nyerang serang
|
1260 |
+
dzolim zalim
|
1261 |
+
nipu tipu
|
1262 |
+
mnipu tipu
|
1263 |
+
ktipu tipu
|
1264 |
+
valid sah
|
1265 |
+
jentelmen berani
|
1266 |
+
buzzerbuzzer buzzer
|
1267 |
+
buangbuang buang
|
1268 |
+
tsk tersangka
|
1269 |
+
tsangka tersangka
|
1270 |
+
dungu bodoh
|
1271 |
+
lemot lambat
|
1272 |
+
capek lelah
|
1273 |
+
kurng kurang
|
1274 |
+
bajir banjir
|
1275 |
+
ista nista
|
1276 |
+
istaa nista
|
1277 |
+
less kurang
|
1278 |
+
bebal bodoh
|
1279 |
+
koar teriak
|
1280 |
+
muna munafik
|
1281 |
+
lelet lambat
|
1282 |
+
naas nahas
|
1283 |
+
paranoid takut
|
1284 |
+
parno takut
|
1285 |
+
problem masalah
|
1286 |
+
puyeng pusing
|
1287 |
+
songong sombong
|
1288 |
+
taik kotoran
|
1289 |
+
tahi kotoran
|
1290 |
+
tai kotoran
|
1291 |
+
tirani tiran
|
1292 |
+
pls tolong
|
1293 |
+
tilep tilap
|
1294 |
+
accord sesuai
|
1295 |
+
happy bahagia
|
1296 |
+
irit hemat
|
1297 |
+
tak tidak
|
1298 |
+
semau asal
|
1299 |
+
mbual bual
|
1300 |
+
mantabss bagus
|
1301 |
+
penertiban tertib
|
1302 |
+
orange oranye
|
1303 |
+
uasai kuasa
|
1304 |
+
vote pilih
|
1305 |
+
mnolak tolak
|
1306 |
+
menolak tolak
|
1307 |
+
trending trend
|
1308 |
+
presh segar
|
1309 |
+
taik tahi
|
1310 |
+
serasiii serasi
|
1311 |
+
wkwkkw tertawa
|
1312 |
+
soft halus
|
1313 |
+
setting atur
|
1314 |
+
angis nangis
|
1315 |
+
ahokncc ahok
|
1316 |
+
almaidahyg almaidah
|
1317 |
+
istaa nista
|
1318 |
+
benarjujur benar
|
1319 |
+
benarjujur jujur
|
1320 |
+
sayan sayang
|
1321 |
+
mgkin mungkin
|
lda.model
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:d4a373aa10b746edde0a012321995b84358738b66f5374c0fc15262e367acf10
|
3 |
+
size 5761
|
lda.model.expElogbeta.npy
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:375a2f077099154fe6529ee0645255bf09e44838b3d6487954fe8b3a9b364aa3
|
3 |
+
size 4488
|
lda.model.id2word
ADDED
Binary file (13.2 kB). View file
|
|
lda.model.state
ADDED
Binary file (7.25 kB). View file
|
|
main.py
ADDED
@@ -0,0 +1,67 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
import streamlit as st
|
2 |
+
import pandas as pd
|
3 |
+
import gensim
|
4 |
+
import joblib
|
5 |
+
import numpy as np
|
6 |
+
import tensorflow as tf
|
7 |
+
from tensorflow.keras.models import Sequential, Model
|
8 |
+
from tensorflow.keras.layers import Embedding, TextVectorization, GlobalAveragePooling1D, Input, LSTM, GRU, Dropout, Dense
|
9 |
+
|
10 |
+
from scraper import scrape
|
11 |
+
from func import TextProcess, Label, TextProcess2
|
12 |
+
|
13 |
+
lda_model_inf = gensim.models.LdaModel.load('lda.model')
|
14 |
+
|
15 |
+
model = tf.keras.models.load_model('model_imp')
|
16 |
+
|
17 |
+
# with open('model_imp.pkl', 'rb') as file_1:
|
18 |
+
# model = joblib.load(file_1)
|
19 |
+
|
20 |
+
with open('dictionary.pkl', 'rb') as file_4:
|
21 |
+
dictionary_inf = joblib.load(file_4)
|
22 |
+
|
23 |
+
def run():
|
24 |
+
# Membuat Title
|
25 |
+
st.title('Negative Review clustering insights')
|
26 |
+
|
27 |
+
|
28 |
+
# membuat form
|
29 |
+
with st.form(key='form_parameters'):
|
30 |
+
text_input = st.text_input('Reviews', 'Barangnya tidak sesuai gambar')
|
31 |
+
submitted_text = st.form_submit_button('Show topic')
|
32 |
+
|
33 |
+
data_inf = {
|
34 |
+
'text': text_input
|
35 |
+
}
|
36 |
+
|
37 |
+
|
38 |
+
data_inf = pd.DataFrame([data_inf])
|
39 |
+
|
40 |
+
if submitted_text:
|
41 |
+
data_inf['text_processed'] = data_inf['text'].apply(lambda x: TextProcess(x))
|
42 |
+
Message_body_inf = data_inf['text_processed']
|
43 |
+
|
44 |
+
data_inf['text_processed_2'] = data_inf['text'].apply(lambda x: TextProcess2(x))
|
45 |
+
Message_body_inf_2 = data_inf['text_processed_2']
|
46 |
+
|
47 |
+
y_pred_inf = model.predict(Message_body_inf_2)
|
48 |
+
y_pred_inf = np.where(y_pred_inf >= 0.5, 1, 0)
|
49 |
+
|
50 |
+
if y_pred_inf == 0:
|
51 |
+
st.write('Negative sentiment')
|
52 |
+
for i in range(len(Message_body_inf)):
|
53 |
+
bow_vector = dictionary_inf.doc2bow(Message_body_inf[i])
|
54 |
+
for index, score in sorted(lda_model_inf[bow_vector], key=lambda tup: -1*tup[1]):
|
55 |
+
# st.write(f"Score: {round(score*100)}%")
|
56 |
+
st.write(f"Complaint: {Label(index)}")
|
57 |
+
# st.write("Complaint: {}".format(Label(index)))
|
58 |
+
break
|
59 |
+
st.write('------------------------------------')
|
60 |
+
else:
|
61 |
+
st.write('Positive sentiment')
|
62 |
+
|
63 |
+
|
64 |
+
|
65 |
+
|
66 |
+
if __name__ == '__main__':
|
67 |
+
run()
|
requirements.txt
ADDED
@@ -0,0 +1,14 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
streamlit
|
2 |
+
seaborn
|
3 |
+
pandas
|
4 |
+
numpy
|
5 |
+
matplotlib
|
6 |
+
joblib
|
7 |
+
scikit-learn==1.0.2
|
8 |
+
Pillow==9.2.0
|
9 |
+
sastrawi
|
10 |
+
nltk
|
11 |
+
wordcloud
|
12 |
+
urllib
|
13 |
+
gensim
|
14 |
+
tensorflow==2.10.0
|
runtime.txt
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
python-3.9.12
|