diff --git a/.gitignore b/.gitignore new file mode 100644 index 0000000..9ae8058 --- /dev/null +++ b/.gitignore @@ -0,0 +1,7 @@ +__pycache__/ +/temp/* +!/temp/.keep +!/temp/bpe_merges_* +/build/ +/dist/ +/thai_tokenizer.egg-info/ diff --git a/LICENSE.txt b/LICENSE.txt new file mode 100644 index 0000000..ecf25c1 --- /dev/null +++ b/LICENSE.txt @@ -0,0 +1,21 @@ +MIT License + +Copyright (c) 2021 Kirill Orlov + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. diff --git a/readme.md b/readme.md new file mode 100644 index 0000000..efb435f --- /dev/null +++ b/readme.md @@ -0,0 +1,46 @@ +# Thai Tokenizer +Fast and accurate Thai tokenization library using supervised BPE training designed for full-text search applications. + + + +## Installation +```bash +pip3 install thai_tokenizer +``` + + + +## Usage +Default set of pairs is optimized for short Thai-English product descriptions. +```python +from thai_tokenizer import Tokenizer, bpe_merges +tokenizer = Tokenizer(bpe_merges) +tokenizer('iPad Mini 256GB เครื่องไทย') #> 'iPad Mini 256GB เครื่อง ไทย' +tokenizer.split('เครื่องไทย') #> ['เครื่อง', 'ไทย'] +``` + + + +## Training +It might be desirable to train own pairs to capture the specifics of the dataset at hand. Figuring out which pairs should be merged can be highly subjective. As a general guideline here are some of the pairs that original author deemed as separate: +``` +"ส่ง" + "ฟรี" | free + delivery -> freedelivery +"เจ้า" + "หญิง" | royal + woman = royalwoman (princess) +"งาน" + "แท้" | real + work = realwork (genuine) +"รอง" + "เท้า" | support + foot = supportfoot (shoe) +``` +```bash +git clone thai_tokenizer +cd thai_tokenizer +python3 -m thai_tokenizer --help +``` + + + +## Contributing +Pull requests are welcome. For major changes, please open an issue first to discuss what you would like to change. + + + +## License +[MIT](https://choosealicense.com/licenses/mit/) diff --git a/sample_bpe.py b/sample_bpe.py new file mode 100644 index 0000000..68c7b79 --- /dev/null +++ b/sample_bpe.py @@ -0,0 +1,9 @@ +import json +from thai_tokenizer import segment, ThaiTokenizer + + +with open('temp/bpe_merges.jsonl', 'rt') as f: + tokenizer = ThaiTokenizer((json.loads(x)[0] for x in f)) + + +tokenizer.tokenize('ศูนย์รวมล้อเดิมป้ายแดง') diff --git a/setup.py b/setup.py new file mode 100644 index 0000000..cdc2db9 --- /dev/null +++ b/setup.py @@ -0,0 +1,32 @@ +import setuptools + + + +setuptools.setup( + name='thai_tokenizer', + version='0.1.0', + description='Fast and accurate Thai tokenization library.', + url='https://github.com/IDDT/thai-tokenizer', + author='Kirill Orlov', + author_email='IDDT@users.noreply.github.com', + license='MIT', + classifiers=[ + 'Development Status :: 2 - Pre-Alpha', + 'Programming Language :: Python :: 3.6', + 'Programming Language :: Python :: 3.7', + 'Programming Language :: Python :: 3.8', + 'Programming Language :: Python :: 3.9', + 'Intended Audience :: Developers', + 'License :: OSI Approved :: MIT License', + 'Natural Language :: Thai', + 'Operating System :: OS Independent', + 'Topic :: Text Processing :: Linguistic' + ], + keywords=['thai', 'tokenizer'], + packages=setuptools.find_packages(exclude=['tests']), + python_requires='>=3.6', + include_package_data=True, + package_data={'': ['data/bpe_merges.jsonl']}, + test_suite='tests', + zip_safe=True +) diff --git a/sort_pairs.py b/sort_pairs.py new file mode 100644 index 0000000..6abefdb --- /dev/null +++ b/sort_pairs.py @@ -0,0 +1,16 @@ +import sys +import json + + + +pairs = [] +with open(sys.argv[1], 'rt') as f: + for line in (x.strip() for x in f): + if line: + pairs.append(tuple(json.loads(line))) + +with open(sys.argv[1], 'wt') as f: + for pair in sorted(set(pairs)): + f.write(json.dumps(pair, ensure_ascii=False) + '\n') + +print('Done.') diff --git a/temp/.keep b/temp/.keep new file mode 100644 index 0000000..e69de29 diff --git a/temp/bpe_merges_accepted.jsonl b/temp/bpe_merges_accepted.jsonl new file mode 100644 index 0000000..6506abf --- /dev/null +++ b/temp/bpe_merges_accepted.jsonl @@ -0,0 +1,1560 @@ +["ก", "ก"] +["ก", "ด"] +["ก", "ตา"] +["ก", "ท"] +["ก", "ทม"] +["ก", "ม"] +["ก", "ร"] +["ก", "รอง"] +["ก", "ระ"] +["ก", "รัม"] +["ก", "ริ"] +["ก", "ริ่ง"] +["ก", "รุ"] +["ก", "ล"] +["ก", "ลม"] +["ก", "ลอง"] +["ก", "ลัด"] +["ก", "ลับ"] +["ก", "ลาง"] +["ก", "ล่อง"] +["ก", "ล้อง"] +["ก", "ล้า"] +["ก", "วน"] +["ก", "ว่า"] +["ก", "ว้าง"] +["ก", "ษา"] +["ก", "ษ์"] +["ก", "อ"] +["ก", "เกอร์"] +["กท", "ม"] +["กร", "ง"] +["กร", "ณ์"] +["กร", "ม"] +["กร", "รม"] +["กร", "อบ"] +["กระ", "จ"] +["กระ", "ดา"] +["กระ", "ดุม"] +["กระ", "ติก"] +["กระ", "ต่าย"] +["กระ", "ทะ"] +["กระ", "บอก"] +["กระ", "บะ"] +["กระ", "ปุ"] +["กระ", "เบื้อง"] +["กระ", "เป๋า"] +["กระ", "โป"] +["กระจ", "ก"] +["กระดา", "ษ"] +["กระเป๋า", "ตั"] +["กระโป", "รง"] +["กรุ", "ง"] +["กรุ", "ด"] +["กรุง", "เทพ"] +["กล้า", "ม"] +["กอ", "ล์ฟ"] +["กะ", "รัต"] +["กั", "ด"] +["กั", "น"] +["กั", "บ"] +["กัน", "น็"] +["กั้", "น"] +["กา", "ก"] +["กา", "ง"] +["กา", "ญจ"] +["กา", "ย"] +["กา", "ร"] +["กา", "ร์"] +["กา", "ล"] +["กา", "ว"] +["กา", "ศ"] +["กา", "แฟ"] +["กาง", "เกง"] +["การ์", "ด"] +["การ์", "ตูน"] +["กำ", "มะ"] +["กำ", "ลัง"] +["กำ", "ไล"] +["กำมะ", "ห"] +["กำมะ", "หยี่"] +["กำมะห", "ยี่"] +["กิ", "จ"] +["กิ", "น"] +["กิ", "โล"] +["กิจ", "การ"] +["กี", "ตาร์"] +["กี", "ต้า"] +["กี", "ฬา"] +["กีต้า", "ร์"] +["กี่", "เพ้า"] +["กุ", "ญ"] +["กุ", "ด"] +["กุญ", "แจ"] +["ก็", "อต"] +["ก่", "อน"] +["ก้", "อน"] +["ก้า", "น"] +["ก๊", "อต"] +["ข", "น"] +["ข", "นา"] +["ข", "นาด"] +["ข", "ยาย"] +["ข", "วด"] +["ข", "วั"] +["ข", "วา"] +["ข", "อ"] +["ข", "อง"] +["ข", "อบ"] +["ขน", "ม"] +["ขน", "เป็ด"] +["ขนา", "ด"] +["ขวั", "ญ"] +["ของ", "ขวัญ"] +["ขั", "ด"] +["ขั", "น"] +["ขั", "บ"] +["ขา", "ด"] +["ขา", "ย"] +["ขา", "ว"] +["ขาย", "บ้าน"] +["ขาย", "เอง"] +["ขึ้", "น"] +["ขุ", "น"] +["ขุ", "ม"] +["ข้", "อ"] +["ข้า", "ง"] +["ข้า", "ว"] +["ค", "ง"] +["ค", "น"] +["ค", "ม"] +["ค", "ร"] +["ค", "รั"] +["ค", "รับ"] +["ค", "รั้ง"] +["ค", "ริ"] +["ค", "รีม"] +["ค", "รึ่ง"] +["ค", "รุ"] +["ค", "รู"] +["ค", "ลอง"] +["ค", "ลาส"] +["ค", "ลิ"] +["ค", "ลุม"] +["ค", "ล้อง"] +["ค", "วา"] +["ค", "อ"] +["ค", "อก"] +["ค", "อน"] +["ค", "อม"] +["ค", "เก็ต"] +["คร", "บ"] +["คร", "อบ"] +["คร", "อป"] +["ครั", "ว"] +["คริ", "ส"] +["ครุ", "ฑ"] +["คลิ", "ก"] +["ควา", "ม"] +["ความ", "จุ"] +["คอ", "ต"] +["คอ", "วี"] +["คอก", "ลม"] +["คอต", "ตอน"] +["คอน", "โด"] +["คอม", "พิ"] +["คอมพิ", "วเตอร์"] +["คั", "ชชู"] +["คั", "ท"] +["คั", "น"] +["คั", "บ"] +["คา", "ด"] +["คา", "ดอก"] +["คา", "ร"] +["คา", "ร์"] +["คาร์", "ซีท"] +["คิ", "ด"] +["คิ", "ว"] +["คี", "ย์"] +["คีย์", "บอร์ด"] +["คื", "น"] +["คุ", "ณ"] +["คุ", "ย"] +["คุณ", "ภาพ"] +["คุ้", "ม"] +["คู", "ณ"] +["ค่", "อย"] +["ฆั", "ง"] +["ง", "ก"] +["ง", "ค"] +["ง", "ค์"] +["ง", "ด"] +["งค", "ล"] +["งา", "น"] +["งา", "ม"] +["งาน", "นอก"] +["ง่า", "ย"] +["จ", "ด"] +["จ", "บ"] +["จ", "ร"] +["จ", "ริง"] +["จ", "ร้า"] +["จ", "อ"] +["จ", "อง"] +["จ", "อด"] +["จ", "อม"] +["จ", "อย"] +["จอ", "ด"] +["จั", "กร"] +["จั", "ง"] +["จั", "ด"] +["จั", "นทร์"] +["จั", "บ"] +["จักร", "ยาน"] +["จัง", "ห"] +["จังห", "วัด"] +["จัด", "ส่ง"] +["จั้", "ม"] +["จั้ม", "สูท"] +["จั๊", "ม"] +["จา", "ก"] +["จา", "น"] +["จา", "ร"] +["จาร", "ย์"] +["จำ", "นวน"] +["จำ", "หน่าย"] +["จิ", "ต"] +["จิ๋", "ว"] +["จี", "น"] +["จุ", "ด"] +["จ่า", "ย"] +["ฉ", "บับ"] +["ฉ", "ลอง"] +["ฉ", "ลุ"] +["ฉี", "ด"] +["ช", "ง"] +["ช", "ชู"] +["ช", "น"] +["ช", "นิด"] +["ช", "ม"] +["ช", "ย์"] +["ช", "ร"] +["ช", "ล"] +["ชม", "พู"] +["ชล", "บุรี"] +["ชั", "ก"] +["ชั", "ด"] +["ชั", "ย"] +["ชั่", "ง"] +["ชั่", "น"] +["ชั่", "ว"] +["ชั้", "น"] +["ชา", "ติ"] +["ชา", "ย"] +["ชา", "ร์"] +["ชาร์", "จ"] +["ชิ", "น"] +["ชิ", "วา"] +["ชิ", "สุ"] +["ชิน", "ราช"] +["ชิวา", "วา"] +["ชิวา", "ว่า"] +["ชิ้", "น"] +["ชี", "ฟอง"] +["ชี", "วิต"] +["ชุ", "ด"] +["ชุ", "บ"] +["ชุ", "ม"] +["ช่", "วง"] +["ช่", "วย"] +["ช่", "อง"] +["ช่า", "ง"] +["ช้", "อป"] +["ช้า", "ง"] +["ซ", "ม"] +["ซ", "อ"] +["ซ", "อง"] +["ซ", "อย"] +["ซั", "ก"] +["ซั", "น"] +["ซั", "บ"] +["ซั", "ม"] +["ซัม", "ซุง"] +["ซิ", "น"] +["ซิ", "ป"] +["ซิ", "ม"] +["ซี", "ดี"] +["ซี", "ท"] +["ซี", "น"] +["ซี", "ล"] +["ซื้", "อ"] +["ซุ", "ง"] +["ซุ", "ป"] +["ซุ้", "ม"] +["ซ่", "อม"] +["ซ้า", "ย"] +["ญ", "จ"] +["ญ", "ญา"] +["ญิ", "ง"] +["ญี่", "ปุ่น"] +["ฐา", "น"] +["ณ", "ฑ"] +["ด", "ง"] +["ด", "รีม"] +["ด", "วง"] +["ด", "อก"] +["ดั", "ง"] +["ดั", "น"] +["ดั", "บ"] +["ดา", "ว"] +["ดา", "วน์"] +["ดิ", "จิต"] +["ดิ", "ต"] +["ดิ", "น"] +["ดิ", "ส"] +["ดิจิต", "อล"] +["ดี", "พร้อม"] +["ดี", "เซล"] +["ดี", "ไซน์"] +["ดื่", "ม"] +["ดุ", "ม"] +["ดู", "ด"] +["ด่", "วน"] +["ด้", "วย"] +["ด้า", "น"] +["ต", "ก"] +["ต", "ร"] +["ต", "รง"] +["ต", "รา"] +["ต", "รี"] +["ต", "รุษ"] +["ต", "ล"] +["ต", "ลอด"] +["ต", "ลับ"] +["ต", "ลาด"] +["ต", "อก"] +["ต", "อน"] +["ต", "เตอร์"] +["ตก", "แต่ง"] +["ตร", "ว"] +["ตรุษ", "จีน"] +["ตล", "อด"] +["ตะ", "กรุด"] +["ตะ", "เกี"] +["ตั", "ก"] +["ตั", "ง"] +["ตั", "ด"] +["ตั", "น"] +["ตั", "ล"] +["ตั", "ว"] +["ตัว", "ท๊อป"] +["ตั้", "ง"] +["ตา", "ม"] +["ตา", "ราง"] +["ตา", "ร์"] +["ตา", "ล"] +["ตำ", "ห"] +["ตำ", "หนิ"] +["ตำห", "นิ"] +["ติ", "ก"] +["ติ", "ด"] +["ติ", "ส"] +["ตึ", "ก"] +["ตุ๊", "กตา"] +["ตู", "น"] +["ต่", "อ"] +["ต่า", "ง"] +["ต่า", "ย"] +["ต้", "น"] +["ต้", "ม"] +["ต้", "อง"] +["ต้อง", "การ"] +["ถ", "นน"] +["ถ", "อด"] +["ถั", "ก"] +["ถั", "ง"] +["ถา", "ด"] +["ถา", "ม"] +["ถึ", "ง"] +["ถื", "อ"] +["ถุ", "ง"] +["ถู", "ก"] +["ถ่า", "น"] +["ถ่า", "ย"] +["ถ้", "วย"] +["ท", "ธิ์"] +["ท", "น"] +["ท", "บ"] +["ท", "ม"] +["ท", "ร"] +["ท", "รง"] +["ท", "รั"] +["ท", "ราบ"] +["ท", "ราย"] +["ท", "วด"] +["ท", "หาร"] +["ท", "อ"] +["ท", "อง"] +["ท", "อด"] +["ทรั", "พย์"] +["ทอง", "คำ"] +["ทะ", "เบียน"] +["ทะ", "เล"] +["ทั", "ก"] +["ทั", "น"] +["ทั", "บ"] +["ทั", "ย"] +["ทั", "วร์"] +["ทั่", "ว"] +["ทั้", "ง"] +["ทั้ง", "หมด"] +["ทา", "ง"] +["ทา", "น"] +["ทา", "วน์"] +["ทำ", "งาน"] +["ทำ", "เล"] +["ทิ", "ม"] +["ที", "ม"] +["ที", "วี"] +["ที่", "นอน"] +["ที่", "นั่ง"] +["ที่", "ระ"] +["ที่ระ", "ลึก"] +["ทุ", "ก"] +["ทุ", "น"] +["ทู", "ธ"] +["ท็", "อป"] +["ท่", "อ"] +["ท่า", "น"] +["ท้", "อง"] +["ท้า", "ย"] +["ท๊", "อป"] +["ธ", "น"] +["ธ", "นา"] +["ธ", "ร"] +["ธน", "บัตร"] +["ธนา", "คาร"] +["ธร", "รม"] +["ธรรม", "ดา"] +["ธา", "ตุ"] +["ธา", "นี"] +["น", "ก"] +["น", "คร"] +["น", "ซ์"] +["น", "ด"] +["น", "ดี"] +["น", "ด์"] +["น", "ต์"] +["น", "ท"] +["น", "ท์"] +["น", "น"] +["น", "ม"] +["น", "ย์"] +["น", "วด"] +["น", "วน"] +["น", "วม"] +["น", "ส์"] +["น", "อก"] +["น", "อง"] +["น", "อน"] +["น", "เลส"] +["น", "แท้"] +["น", "ใจ"] +["นท", "ร์"] +["นั", "ก"] +["นั", "ง"] +["นั", "ด"] +["นั่", "ง"] +["นั้", "น"] +["นา", "ค"] +["นา", "ง"] +["นา", "ด"] +["นา", "น"] +["นา", "ม"] +["นา", "ย"] +["นา", "ฬิ"] +["นาง", "ฟ้า"] +["นาฬิ", "กา"] +["นิ", "ค"] +["นิ", "ด"] +["นิ", "ต"] +["นิ", "น"] +["นิ", "ยม"] +["นิ", "ยาย"] +["นิ", "ว"] +["นิ", "ส"] +["นิ", "เจอร์"] +["นิส", "สัน"] +["นิ่", "ม"] +["นิ้", "ว"] +["นึ่", "ง"] +["นุ่", "ม"] +["น้", "อง"] +["น้", "อย"] +["น้ำ", "หนัก"] +["น์", "เตอร์"] +["บ", "ด"] +["บ", "น"] +["บ", "บ"] +["บ", "รร"] +["บ", "รา"] +["บ", "ริ"] +["บ", "ลู"] +["บ", "อ"] +["บ", "อก"] +["บ", "อน"] +["บ", "อย"] +["บ", "อร์ด"] +["บ", "อล"] +["บริ", "การ"] +["บลู", "ทูธ"] +["บอ", "ดี้"] +["บั", "ง"] +["บั", "ตร"] +["บั", "ติ"] +["บั", "น"] +["บั", "บ"] +["บั", "ว"] +["บัน", "ได"] +["บา", "ง"] +["บา", "ด"] +["บา", "ท"] +["บา", "น"] +["บา", "ย"] +["บา", "ร์"] +["บา", "ล"] +["บิ", "น"] +["บี", "ที"] +["บีที", "ยู"] +["บุ", "ค"] +["บุ", "ญ"] +["บุ", "รี"] +["บุ๊", "ค"] +["บู", "ชา"] +["บู", "ท"] +["บู", "รณ์"] +["บู", "ล"] +["บ้า", "น"] +["ป", "ก"] +["ป", "ปี้"] +["ป", "รก"] +["ป", "ระ"] +["ป", "รับ"] +["ป", "รา"] +["ป", "ริ้"] +["ป", "ริ้น"] +["ป", "ล"] +["ป", "ลา"] +["ป", "ลาย"] +["ป", "ลุก"] +["ป", "ล่อย"] +["ป", "อม"] +["ปก", "ติ"] +["ประ", "ก"] +["ประ", "กัน"] +["ประ", "ดับ"] +["ประ", "ตู"] +["ประ", "ส"] +["ประ", "หยัด"] +["ประ", "เทศ"] +["ประก", "อบ"] +["ประส", "งค์"] +["ปริ้", "น"] +["ปล", "อก"] +["ปั", "ก"] +["ปั", "ง"] +["ปั", "ด"] +["ปั่", "น"] +["ปั้", "น"] +["ปั้", "ม"] +["ปั๊", "ม"] +["ปา", "ก"] +["ปา", "ด"] +["ปา", "น"] +["ปิ", "ด"] +["ปิ้", "ง"] +["ปี", "ก"] +["ปื", "น"] +["ปุ่", "น"] +["ปุ่", "ม"] +["ปู", "น"] +["ป้", "อน"] +["ป้า", "ย"] +["ผ", "ง"] +["ผ", "นัง"] +["ผ", "ม"] +["ผ", "ล"] +["ผ", "ลิต"] +["ผ", "สม"] +["ผิ", "ว"] +["ผู", "ก"] +["ผู้", "ชาย"] +["ผู้", "หญิง"] +["ผ่", "อน"] +["ผ่า", "น"] +["ผ้า", "คอตตอน"] +["ผ้า", "พันคอ"] +["ผ้า", "ห่"] +["ผ้าห่", "ม"] +["ฝั", "ง"] +["ฝี", "มือ"] +["ฝุ่", "น"] +["ฝ้า", "ย"] +["พ", "ก"] +["พ", "ญา"] +["พ", "ม่า"] +["พ", "ย์"] +["พ", "ร"] +["พ", "รม"] +["พ", "รร"] +["พ", "ระ"] +["พ", "รี"] +["พ", "ร้"] +["พ", "ร้าว"] +["พ", "ฤ"] +["พ", "ล"] +["พ", "ลอย"] +["พ", "ลั"] +["พ", "ลัง"] +["พ", "ลาส"] +["พ", "ลี"] +["พ", "วง"] +["พ", "อ"] +["พร", "หม"] +["พรร", "ณ"] +["พรร", "ษา"] +["พระ", "รอด"] +["พระ", "ราม"] +["พระ", "เนื้อ"] +["พรี", "เมี่ยม"] +["พร้", "อม"] +["พร้อม", "ส่ง"] +["พลั", "ส"] +["พลาส", "ติก"] +["พั", "ก"] +["พั", "ฒ"] +["พั", "ด"] +["พั", "ท"] +["พั", "น"] +["พั", "บ"] +["พัฒ", "นา"] +["พัด", "ลม"] +["พัท", "ยา"] +["พัน", "คอ"] +["พัน", "ธุ์"] +["พัน", "ธ์"] +["พา", "ณิ"] +["พา", "น"] +["พาณิ", "ชย์"] +["พิ", "ธี"] +["พิ", "ม"] +["พิ", "เศษ"] +["พิม", "พ์"] +["พื้", "น"] +["พื้น", "ที่"] +["พุ", "ด"] +["พุ", "ท"] +["พุด", "เดิ้"] +["พุดเดิ้", "ล"] +["พุท", "ธ"] +["พ่", "อ"] +["ฟ", "รี"] +["ฟ", "อก"] +["ฟ", "อง"] +["ฟั", "ง"] +["ฟิ", "ล"] +["ฟิ", "ล์ม"] +["ฟุ", "ต"] +["ฟุต", "บอล"] +["ภั", "ย"] +["ภา", "ค"] +["ภา", "พ"] +["ภา", "ยใน"] +["ภา", "ษา"] +["ภา", "ษี"] +["ภิ", "เษ"] +["ภิ", "เษก"] +["ภิเษ", "ก"] +["ภู", "มิ"] +["ภู", "เขา"] +["ม", "งคล"] +["ม", "ป์"] +["ม", "ม"] +["ม", "หา"] +["ม", "อ"] +["ม", "ได้"] +["มอ", "เตอร์"] +["มอเตอร์", "ไซค์"] +["มั", "ง"] +["มั", "ด"] +["มั", "ติ"] +["มั", "น"] +["มัง", "กร"] +["มา", "ก"] +["มา", "ณ"] +["มา", "ลัย"] +["มา", "ส"] +["มาก", "กก"] +["มาส", "ด้า"] +["มิ", "ก"] +["มิ", "ต"] +["มิ", "น"] +["มิ", "นิ"] +["มิ", "ล"] +["มิ", "เนียม"] +["มิต", "ซู"] +["มี", "ด"] +["มี", "ตำหนิ"] +["มี", "โอ"] +["มื", "อ"] +["มือ", "ถือ"] +["มือ", "น"] +["มือ", "สอง"] +["มือ", "ห"] +["มือห", "นึ่ง"] +["มุ", "ก"] +["มุ", "น"] +["มุ", "ม"] +["มู", "ล"] +["ม่", "วง"] +["ม่า", "น"] +["ม้", "วน"] +["ย", "ก"] +["ย", "ง"] +["ย", "ด"] +["ย", "น"] +["ย", "น้ำ"] +["ย", "บ"] +["ย", "ม"] +["ย", "ร"] +["ย", "ร์"] +["ย", "ว"] +["ย", "อง"] +["ย", "อด"] +["ย", "ใน"] +["ยน", "ต์"] +["ยั", "ง"] +["ยั", "นต์"] +["ยา", "ก"] +["ยา", "ง"] +["ยา", "น"] +["ยา", "มา"] +["ยา", "ย"] +["ยา", "ว"] +["ยามา", "ฮ่า"] +["ยิ", "นดี"] +["ยี", "น"] +["ยี", "นส์"] +["ยี่", "ห้อ"] +["ยื", "ด"] +["ยุ", "ค"] +["ยุ", "โร"] +["ยุ", "โรป"] +["ยุโร", "ป"] +["ย่า", "ง"] +["ย้า", "ย"] +["ร", "ก"] +["ร", "ง"] +["ร", "ณ์"] +["ร", "ด"] +["ร", "ถ"] +["ร", "น"] +["ร", "ม"] +["ร", "ร"] +["ร", "วม"] +["ร", "วย"] +["ร", "ษ"] +["ร", "ส"] +["ร", "หั"] +["ร", "หัส"] +["ร", "อ"] +["ร", "อก"] +["ร", "อง"] +["ร", "อด"] +["ร", "อน"] +["ร", "อบ"] +["ร", "อม"] +["ร", "อย"] +["รษ", "ณี"] +["รหั", "ส"] +["รอง", "เท้า"] +["ระ", "ฆั"] +["ระ", "ดับ"] +["ระ", "บบ"] +["ระ", "บาย"] +["ระ", "ยอง"] +["ระ", "ไน"] +["ระฆั", "ง"] +["รั", "ก"] +["รั", "ง"] +["รั", "ช"] +["รั", "ด"] +["รั", "ต"] +["รั", "น"] +["รั", "บ"] +["รั", "ม"] +["รัง", "สิต"] +["รัช", "กาล"] +["รั้", "ง"] +["รา", "คา"] +["รา", "ง"] +["รา", "ช"] +["รา", "ชา"] +["รา", "บ"] +["รา", "ฟ"] +["รา", "ม"] +["รา", "ย"] +["รา", "ว"] +["ราย", "การ"] +["ราย", "ละเอียด"] +["ริ", "ง"] +["ริ", "น"] +["ริ", "ม"] +["ริ่", "ง"] +["ริ้", "น"] +["ริ้", "ว"] +["รี", "ด"] +["รี", "น"] +["รี", "ม"] +["รี", "ย"] +["รี", "โมท"] +["รึ่", "ง"] +["รื", "อ"] +["รุ", "ษ"] +["รุ่", "น"] +["รุ้", "ง"] +["รู", "ป"] +["ร่", "ง"] +["ร่", "ม"] +["ร่", "อง"] +["ร้", "อน"] +["ร้", "อย"] +["ร้า", "ง"] +["ร้า", "น"] +["ร้า", "ว"] +["ร์", "ค"] +["ร์", "ด"] +["ร์", "ท"] +["ร์", "น"] +["ร์", "ม"] +["ฤ", "ษ"] +["ล", "ง"] +["ล", "ด"] +["ล", "ทบ"] +["ล", "ม"] +["ล", "อง"] +["ล", "อด"] +["ล", "อย"] +["ละ", "เอียด"] +["ลั", "ก"] +["ลั", "ง"] +["ลั", "ด"] +["ลั", "บ"] +["ลั", "ย"] +["ลา", "ก"] +["ลา", "ง"] +["ลา", "ด"] +["ลา", "น"] +["ลา", "บ"] +["ลา", "ย"] +["ลา", "ส"] +["ลาย", "ส"] +["ลำ", "โพง"] +["ลิ", "ข"] +["ลิ", "ง"] +["ลิ", "ต"] +["ลิ", "ตร"] +["ลิ", "น"] +["ลิ", "ป"] +["ลิ", "ม"] +["ลิ", "ว"] +["ลิข", "สิทธิ์"] +["ลิ้", "น"] +["ลิ้น", "ชัก"] +["ลึ", "ก"] +["ลื่", "น"] +["ลื่", "อน"] +["ลุ", "ก"] +["ลุ", "ม"] +["ลุก", "ชิวาวา"] +["ลู", "ก"] +["ลูก", "ผสม"] +["ล็", "ก"] +["ล็", "ด"] +["ล็", "อก"] +["ล็", "อค"] +["ล่", "อ"] +["ล่", "อง"] +["ล่", "อย"] +["ล่า", "ง"] +["ล้", "อ"] +["ล้", "อง"] +["ล้อ", "แม็ค"] +["ล้า", "ง"] +["ล้า", "น"] +["ล์", "ฟ"] +["ล์", "ม"] +["ว", "ก"] +["ว", "ง"] +["ว", "ด"] +["ว", "น"] +["ว", "น์"] +["ว", "บ"] +["ว", "ม"] +["ว", "ย"] +["ว", "ร"] +["ว", "รร"] +["ว", "ร์"] +["ว", "ล"] +["ว", "อ"] +["ว", "อร์"] +["ว", "อร์ม"] +["ว", "เตอร์"] +["ว", "เวอร์"] +["วรร", "ณ"] +["วอร์", "ม"] +["วั", "ค"] +["วั", "ง"] +["วั", "ฒ"] +["วั", "ด"] +["วั", "ต"] +["วั", "ติ"] +["วั", "น"] +["วั", "ว"] +["วั", "ส"] +["วัค", "ซีน"] +["วัด", "ระ"] +["วัต", "ต์"] +["วัส", "ดุ"] +["วา", "ง"] +["วา", "ด"] +["วา", "น"] +["วา", "ย"] +["วา", "ระ"] +["วิ", "ต"] +["วิ", "ท"] +["วิ", "น"] +["วิ", "ล"] +["วิ", "ว"] +["วิท", "ยา"] +["วิท", "ยุ"] +["วิน", "เทจ"] +["วิ่", "ง"] +["วี", "โก้"] +["ว่า", "ง"] +["ว่า", "น"] +["ว่า", "ยน้ำ"] +["ว้า", "ง"] +["ศ", "รี"] +["ศั", "พ"] +["ศา", "สต"] +["ศาสต", "ร์"] +["ศิ", "ล"] +["ศู", "นย์"] +["ส", "ก"] +["ส", "ด"] +["ส", "ต"] +["ส", "ตั๊"] +["ส", "ตา"] +["ส", "ถา"] +["ส", "นาม"] +["ส", "นิ"] +["ส", "นใจ"] +["ส", "บาย"] +["ส", "ป"] +["ส", "ปี"] +["ส", "ภาพ"] +["ส", "ม"] +["ส", "มั"] +["ส", "มา"] +["ส", "มุ"] +["ส", "ระ"] +["ส", "ร้อย"] +["ส", "ร้าง"] +["ส", "ลัก"] +["ส", "วน"] +["ส", "วม"] +["ส", "วย"] +["ส", "วัส"] +["ส", "ว่าน"] +["ส", "อง"] +["ส", "อน"] +["ส", "อบ"] +["ส", "เต"] +["ส", "เตอร์"] +["ส", "เป"] +["ส", "เว"] +["ส", "แกน"] +["ส", "แต"] +["ส", "โตน"] +["ส", "ไต"] +["สก", "รีน"] +["สต", "รี"] +["สตั๊", "ด"] +["สตา", "งค์"] +["สตา", "ร์"] +["สตา", "ร์ท"] +["สป", "ริง"] +["สป", "อร์ต"] +["สปี", "ด"] +["สม", "บูรณ์"] +["สม", "เด็"] +["สมั", "คร"] +["สมเด็", "จ"] +["สมเด็จ", "โต"] +["สอบ", "ถา"] +["สอบถา", "มได้"] +["สะ", "ด"] +["สะ", "พา"] +["สะ", "สม"] +["สะ", "อาด"] +["สะ", "เก็ต"] +["สะด", "วก"] +["สะพา", "ย"] +["สั", "ก"] +["สั", "ง"] +["สั", "ญญา"] +["สั", "ต"] +["สั", "น"] +["สั", "ม"] +["สัต", "ว์"] +["สั่", "ง"] +["สั่", "น"] +["สั้", "น"] +["สา", "น"] +["สา", "ม"] +["สา", "มา"] +["สา", "ย"] +["สา", "ร"] +["สา", "ว"] +["สามา", "รถ"] +["สำ", "นัก"] +["สำ", "หรับ"] +["สำ", "อา"] +["สำ", "เร็"] +["สำนัก", "งาน"] +["สำเร็", "จ"] +["สิ", "ค"] +["สิ", "ง"] +["สิ", "ต"] +["สิ", "ทธิ์"] +["สิ", "น"] +["สิ", "ริ"] +["สิง", "ห์"] +["สิน", "ค้า"] +["สี", "เทา"] +["สุ", "ข"] +["สุ", "ขุม"] +["สุ", "ด"] +["สุ", "นั"] +["สุ", "พรรณ"] +["สุข", "ภาพ"] +["สุขุม", "วิท"] +["สุด", "คุ้ม"] +["สุนั", "ข"] +["สู", "ง"] +["สู", "ท"] +["สู", "บ"] +["สเป", "ค"] +["สแต", "นเลส"] +["สไต", "ล์"] +["ส่", "ง"] +["ส่", "วน"] +["ส้", "น"] +["ส้", "ม"] +["ห", "ง"] +["ห", "ญิง"] +["ห", "น"] +["ห", "นอง"] +["ห", "นั"] +["ห", "นา"] +["ห", "นิ"] +["ห", "นี"] +["ห", "นึ่ง"] +["ห", "นู"] +["ห", "น่"] +["ห", "น่า"] +["ห", "น้า"] +["ห", "ม"] +["ห", "มา"] +["ห", "มี"] +["ห", "มึ"] +["ห", "มื่"] +["ห", "มุน"] +["ห", "มู"] +["ห", "มู่"] +["ห", "ม้"] +["ห", "ยก"] +["ห", "ยั"] +["ห", "ยี่"] +["ห", "รับ"] +["ห", "รือ"] +["ห", "รู"] +["ห", "ล"] +["ห", "ลัก"] +["ห", "ลัง"] +["ห", "ลาย"] +["ห", "ลิว"] +["ห", "ลี"] +["ห", "ลุ"] +["ห", "ล่"] +["ห", "ล่อ"] +["ห", "วาน"] +["ห", "อม"] +["หน", "อง"] +["หนั", "ก"] +["หนั", "ง"] +["หนัง", "สื"] +["หนังสื", "อ"] +["หนา", "ว"] +["หนี", "บ"] +["หน่า", "ย"] +["หม", "ด"] +["หม", "วก"] +["หม", "อน"] +["หม", "อบ"] +["หมวก", "กันน็"] +["หมวกกันน็", "อค"] +["หมึ", "ก"] +["หมื่", "น"] +["หม้", "อ"] +["หยั", "ด"] +["หล", "วง"] +["หล", "อด"] +["หลวง", "ปู่"] +["หลวง", "พ่อ"] +["หลวงพ่อ", "รวย"] +["หลวงพ่อ", "โสธร"] +["หลุ", "ด"] +["หลุ", "ย"] +["หลุย", "ส์"] +["หล่", "อ"] +["หั", "ด"] +["หั", "ว"] +["หั", "ส"] +["หา", "ง"] +["หา", "ร"] +["หิ", "น"] +["หุ่", "น"] +["หุ้", "ม"] +["ห้", "อ"] +["ห้", "อง"] +["ห้", "อย"] +["ห้า", "ง"] +["อ", "ก"] +["อ", "ค"] +["อ", "ง"] +["อ", "ด"] +["อ", "ดี"] +["อ", "ต"] +["อ", "น"] +["อ", "บ"] +["อ", "ป"] +["อ", "ม"] +["อ", "ย"] +["อ", "ยู่"] +["อ", "ย่าง"] +["อ", "ร"] +["อ", "รี่"] +["อ", "ร์"] +["อ", "ล"] +["อ", "ลู"] +["อ", "วบ"] +["อ", "ส"] +["อ", "อ"] +["อ", "อก"] +["อ", "อน"] +["อ", "อมสิน"] +["อ", "เนก"] +["อ", "เม"] +["อง", "ค์"] +["อดี", "ต"] +["อป", "ก"] +["อม", "สิน"] +["อร์", "ด"] +["อร์", "ต"] +["อร์", "ม"] +["อลู", "มิเนียม"] +["ออ", "ฟ"] +["ออ", "ส"] +["ออ", "โต้"] +["ออก", "กำลัง"] +["ออก", "งาน"] +["ออกกำลัง", "กาย"] +["อะ", "ไหล่"] +["อั", "งก"] +["อั", "ด"] +["อั", "ต"] +["อั", "น"] +["อั", "พ"] +["อั", "ล"] +["อังก", "ฤษ"] +["อัต", "โน"] +["อัต", "โนมัติ"] +["อัตโน", "มัติ"] +["อัล", "เซ"] +["อา", "กาศ"] +["อา", "คาร"] +["อา", "ด"] +["อา", "น"] +["อา", "ยุ"] +["อา", "ร์"] +["อา", "หาร"] +["อิ", "ตา"] +["อิ", "น"] +["อิ", "นท"] +["อิตา", "ลี"] +["อี", "ก"] +["อื่", "น"] +["อุ", "ด"] +["อุ", "ป"] +["อุป", "กรณ์"] +["อุ่", "น"] +["อเนก", "ประสงค์"] +["อเม", "ริ"] +["อเมริ", "กา"] +["อ่", "อน"] +["อ่า", "ง"] +["อ่า", "น"] +["ฮ", "อน"] +["ฮอน", "ด้า"] +["ฮา", "ร์ด"] +["ฮาร์ด", "ดิส"] +["ฮิ", "ต"] +["ฮู้", "ด"] +["เก", "ง"] +["เก", "ม"] +["เก", "รด"] +["เก", "ศ"] +["เก", "ษ"] +["เก", "อร์"] +["เกม", "ส์"] +["เกา", "หลี"] +["เกิ", "ด"] +["เกิ", "น"] +["เกี", "ยร์"] +["เก็", "ต"] +["เก็", "บ"] +["เก๋", "ง"] +["เขี", "ยน"] +["เขี", "ยว"] +["เข็", "น"] +["เข็", "ม"] +["เข็ม", "ก"] +["เข้", "ม"] +["เค", "ย"] +["เค", "ร"] +["เค", "รื่"] +["เค", "ลื"] +["เค", "ลื่อน"] +["เค", "ส"] +["เคร", "ดิต"] +["เครื่", "อง"] +["เคลื", "อบ"] +["เคา", "น์เตอร์"] +["เงิ", "น"] +["เงี", "ยบ"] +["เจ", "ดี"] +["เจ", "น"] +["เจ", "อร์"] +["เจดี", "ย์"] +["เจี", "ย"] +["เจีย", "ระไน"] +["เฉ", "พาะ"] +["เช", "ฟ"] +["เชิ", "ง"] +["เชิ้", "ต"] +["เชิ๊", "ต"] +["เชี", "ยง"] +["เชี", "ยน"] +["เชียง", "ใหม่"] +["เชื", "อก"] +["เชื่", "อม"] +["เช็", "ค"] +["เซ", "ต"] +["เซ", "ท"] +["เซ", "น"] +["เซ", "รา"] +["เซ", "ล"] +["เซ", "อร์"] +["เซี", "ย"] +["เซ็", "ต"] +["เซ็", "ท"] +["เซ็", "น"] +["เซ้", "ง"] +["เด", "รส"] +["เด", "อร์"] +["เด", "อะ"] +["เดิ", "น"] +["เดิ", "ม"] +["เดี", "ยว"] +["เดี่", "ยว"] +["เดื", "อน"] +["เด็", "ก"] +["เด้", "น"] +["เต", "อรี่"] +["เต", "อร์"] +["เติ", "ม"] +["เตี", "ยง"] +["เต็", "ม"] +["เท", "ค"] +["เท", "จ"] +["เท", "ป"] +["เท", "พ"] +["เท", "ล"] +["เท", "ศ"] +["เทิ", "ร์น"] +["เที", "ยน"] +["เที", "ยม"] +["เที่", "ยว"] +["เท่า", "นั้น"] +["เน", "ก"] +["เน", "ค"] +["เน", "ม"] +["เน", "อร์"] +["เนี", "ยม"] +["เนื้", "อ"] +["เบ", "น"] +["เบ", "ร"] +["เบ", "ล"] +["เบ", "ส"] +["เบ", "อร์"] +["เบร", "ค"] +["เบี", "ยน"] +["เบื้", "อง"] +["เป", "ล"] +["เป", "ลี่"] +["เป", "ล่า"] +["เป", "อร์"] +["เปลี่", "ยน"] +["เปอร์", "เซีย"] +["เปอร์", "เซ็"] +["เปอร์เซ็", "นต์"] +["เปิ", "ด"] +["เป็", "ด"] +["เป็", "น"] +["เพ", "ชร"] +["เพ", "ราะ"] +["เพ", "ล"] +["เพ", "ลง"] +["เพ", "ศ"] +["เพา", "เวอร์"] +["เพิ่", "ม"] +["เพี", "ยง"] +["เพื่", "อ"] +["เฟ", "รม"] +["เฟ", "อร์"] +["เฟอร์", "นิเจอร์"] +["เม", "ตร"] +["เม", "น"] +["เม", "ล็ด"] +["เมา", "ส์"] +["เมี", "ย"] +["เมี่", "ยม"] +["เมื", "อง"] +["เมื่", "อ"] +["เม็", "ด"] +["เย", "อร"] +["เย", "อะ"] +["เยอร", "มัน"] +["เยา", "ว"] +["เยาว", "ราช"] +["เยี่", "ยม"] +["เย็", "น"] +["เย็", "บ"] +["เริ่", "ม"] +["เรี", "ย"] +["เรี", "ยน"] +["เรี", "ยบ"] +["เรื", "อ"] +["เรื", "อน"] +["เรื่", "อง"] +["เร็", "จ"] +["เร็", "ว"] +["เล", "ข"] +["เล", "นส์"] +["เล", "ย"] +["เล", "ส"] +["เล", "อร์"] +["เลี่", "ยม"] +["เลี้", "ยง"] +["เลื", "อก"] +["เลื่", "อน"] +["เล็", "ก"] +["เล่", "น"] +["เล่", "ม"] +["เว", "ฟ"] +["เว", "ลา"] +["เว", "ส"] +["เว", "อร์"] +["เศ", "ษ"] +["เษ", "ก"] +["เส", "ก"] +["เส", "ริม"] +["เสี", "ย"] +["เสี", "ยง"] +["เสื", "อ"] +["เสื้", "อ"] +["เสื้อ", "ยืด"] +["เสื้อ", "ส"] +["เสื้อ", "เชิ๊ต"] +["เส้", "น"] +["เห", "มา"] +["เห", "มาะ"] +["เห", "มือน"] +["เห", "รีย"] +["เห", "ลี่"] +["เห", "ลื"] +["เห", "ล็ก"] +["เห", "ล้า"] +["เหรีย", "ญ"] +["เหลี่", "ยม"] +["เหลื", "อ"] +["เหลื", "อง"] +["เอ", "ก"] +["เอ", "ง"] +["เอ", "ฟ"] +["เอ", "ว"] +["เอ", "ส"] +["เอก", "สาร"] +["เอา", "ไป"] +["เอี", "ยด"] +["เอี่", "ยม"] +["เอี๊", "ยม"] +["เฮ้า", "ส์"] +["แก", "น"] +["แกะ", "สลัก"] +["แก้", "ว"] +["แก๊", "ส"] +["แข", "น"] +["แข", "วน"] +["แข็", "ง"] +["แจ็", "ค"] +["แจ็", "คเก็ต"] +["แจ็ค", "เก็ต"] +["แด", "ง"] +["แด", "ด"] +["แต", "ก"] +["แต่", "ง"] +["แถ", "ม"] +["แถ", "ว"] +["แท่", "น"] +["แท้", "สภาพ"] +["แน", "ว"] +["แน่", "น"] +["แบ", "งค์"] +["แบ", "ต"] +["แบ", "น"] +["แบ", "บ"] +["แบ", "ร"] +["แบ", "รน"] +["แบต", "เตอรี่"] +["แบร", "นด์"] +["แบรน", "ด์"] +["แบ่", "ง"] +["แป", "ล"] +["แป", "ลง"] +["แป้", "ง"] +["แผ", "ง"] +["แผ", "น"] +["แผ่", "น"] +["แพ", "ง"] +["แพ็", "ค"] +["แฟ", "ชั่น"] +["แฟ", "น"] +["แม", "น"] +["แม", "ว"] +["แม็", "ก"] +["แม็", "ค"] +["แย", "ก"] +["แร", "ก"] +["แร", "ง"] +["แร", "ม"] +["แล", "ก"] +["แล", "นด์"] +["แล้", "ว"] +["แว่", "น"] +["แส", "ง"] +["แส", "ต"] +["แส", "น"] +["แสต", "มป์"] +["แห", "ลม"] +["แห", "วน"] +["แห่", "ง"] +["แห้", "ง"] +["แอ", "มป์"] +["แอ", "ร์"] +["แอ", "ล"] +["แฮ", "นด์"] +["โก", "ล"] +["โค", "ม"] +["โค", "ร"] +["โค", "รง"] +["โค้", "ท"] +["โฉ", "ม"] +["โช", "ค"] +["โช", "ว์"] +["โช้", "ค"] +["โช๊", "ค"] +["โซ", "นิค"] +["โซ", "ฟา"] +["โด", "ย"] +["โต", "น"] +["โต", "โย"] +["โตโย", "ต้า"] +["โท", "น"] +["โท", "ร"] +["โทร", "ศัพ"] +["โทรศัพ", "ท์"] +["โน", "มัติ"] +["โน้", "ต"] +["โน๊", "ต"] +["โน๊ต", "บุ๊ค"] +["โบ", "รา"] +["โบ", "ว์"] +["โบรา", "ณ"] +["โป", "ร"] +["โป", "ร่ง"] +["โป", "โล"] +["โพ", "ง"] +["โฟ", "น"] +["โม", "ท"] +["โม", "เด"] +["โมเด", "ล"] +["โร", "ง"] +["โร", "ป"] +["โล", "ก"] +["โล", "หะ"] +["โส", "ธร"] +["โอ", "น"] +["โฮ", "ม"] +["ใก", "ล้"] +["ใค", "ร"] +["ใน", "หลวง"] +["ให", "ญ่"] +["ให", "ม่"] +["ไก", "ล"] +["ไซ", "ค์"] +["ไซ", "ด์"] +["ไซ", "ต์"] +["ไซ", "น์"] +["ไซ", "บี"] +["ไซ", "ร์"] +["ไซ", "ส์"] +["ไท", "ย"] +["ไน", "กี้"] +["ไป", "รษ"] +["ไป", "รษณี"] +["ไปรษ", "ณี"] +["ไปรษณี", "ย์"] +["ไฟ", "ฟ้า"] +["ไฟ", "เบอร์"] +["ไฟ", "แน"] +["ไม", "ค์"] +["ไม", "ล์"] +["ไม", "โคร"] +["ไมโคร", "เวฟ"] +["ไล", "น์"] +["ไห", "ม"] +["ไห", "ล่"] +["ไอ", "โฟน"] diff --git a/temp/bpe_merges_declined.jsonl b/temp/bpe_merges_declined.jsonl new file mode 100644 index 0000000..7a56d34 --- /dev/null +++ b/temp/bpe_merges_declined.jsonl @@ -0,0 +1,1737 @@ +["กรม", "ท่า"] +["กรม", "หลวง"] +["กรอง", "น้ำ"] +["กรอบ", "รูป"] +["กรอบ", "แว่น"] +["กระจัง", "หน้า"] +["กระดุม", "หน้า"] +["กระติก", "น้ำ"] +["กระบอก", "น้ำ"] +["กระปุ", "กออมสิน"] +["กระเป๋า", "กล้อง"] +["กระเป๋า", "คาด"] +["กระเป๋า", "คาดอก"] +["กระเป๋า", "ตั"] +["กระเป๋า", "ถือ"] +["กระเป๋า", "ทรง"] +["กระเป๋า", "ผ้า"] +["กระเป๋า", "มือ"] +["กระเป๋า", "สตางค์"] +["กระเป๋า", "สวย"] +["กระเป๋า", "สะพาย"] +["กระเป๋า", "สาน"] +["กระเป๋า", "หนัง"] +["กระเป๋า", "หลุยส์"] +["กระเป๋า", "เงิน"] +["กระเป๋า", "เดิน"] +["กระเป๋า", "เป้"] +["กระเป๋า", "แบรนด์"] +["กระเป๋า", "แฟชั่น"] +["กระเป๋า", "ใส่"] +["กระโปรง", "ยีนส์"] +["กรุงเทพฯ", "ไป"] +["กลาง", "เมือง"] +["กล่อง", "เก็บ"] +["กล่อง", "ใส่"] +["กล้อง", "ดิจิตอล"] +["กล้อง", "ติด"] +["กล้อง", "ถ่าย"] +["กล้อง", "ฟิล์ม"] +["กล้อง", "วงจร"] +["กล้อง", "ส่อง"] +["กล้าม", "เนื้อ"] +["กวน", "อิม"] +["กัน", "ชน"] +["กัน", "น้ำ"] +["กัน", "ฝน"] +["กัน", "รอย"] +["กัน", "สั่น"] +["กัน", "สาด"] +["กัน", "หนาว"] +["กัน", "เอง"] +["กัน", "แดด"] +["กั้น", "เด็ก"] +["กาง", "ได้"] +["กางเกง", "กีฬา"] +["กางเกง", "ขา"] +["กางเกง", "ผ้า"] +["กางเกง", "ยีน"] +["กางเกง", "ยีนส์"] +["กางเกง", "วอร์ม"] +["กางเกง", "เอว"] +["กางเกง", "ใน"] +["การ", "ขาย"] +["การ", "บิน"] +["การ", "เจียระไน"] +["การ", "ใช้"] +["การ์ด", "จอ"] +["กาแฟ", "สด"] +["กำ", "มะ"] +["กำ", "แพง"] +["กำไล", "ข้อ"] +["กิน", "ข้าว"] +["กีต้าร์", "โปร่ง"] +["กีต้าร์", "ไฟ"] +["กุญแจ", "รีโมท"] +["ก็", "ขาย"] +["ขน", "ยาว"] +["ขน", "ส่ง"] +["ขน", "เป็ด"] +["ขนม", "ปัง"] +["ขนาด", "เล็ก"] +["ขนาด", "ใหญ่"] +["ขยาย", "เสียง"] +["ขวด", "นม"] +["ขวด", "น้ำ"] +["ขวด", "เหล้า"] +["ของ", "ขวัญ"] +["ของ", "ขาย"] +["ของ", "ขายเอง"] +["ของ", "ทอง"] +["ของ", "ที่"] +["ของ", "สะสม"] +["ของ", "เก่า"] +["ของ", "เล่น"] +["ของ", "เเท้"] +["ของ", "แต่ง"] +["ของ", "แถม"] +["ของ", "แท้"] +["ของ", "ใช้"] +["ของ", "ใหม่"] +["ของ", "ได้"] +["ขัด", "หนัง"] +["ขับ", "ดี"] +["ขา", "ตั้ง"] +["ขา", "ยาว"] +["ขา", "สั้น"] +["ขา", "เหล็ก"] +["ขา", "ไถ"] +["ขาด", "ทุน"] +["ขาย", "กระเป๋า"] +["ขาย", "กล้อง"] +["ขาย", "กางเกง"] +["ขาย", "ของ"] +["ขาย", "ครับ"] +["ขาย", "คอนโด"] +["ขาย", "คอม"] +["ขาย", "คับ"] +["ขาย", "คู่"] +["ขาย", "จอ"] +["ขาย", "จักรยาน"] +["ขาย", "ชุด"] +["ขาย", "ดาวน์"] +["ขาย", "ดี"] +["ขาย", "ด่วน"] +["ขาย", "ตาม"] +["ขาย", "ตู้"] +["ขาย", "ถูก"] +["ขาย", "ทาวน์"] +["ขาย", "ทีวี"] +["ขาย", "ที่"] +["ขาย", "นาฬิกา"] +["ขาย", "บ้าน"] +["ขาย", "ยก"] +["ขาย", "ยาง"] +["ขาย", "รถ"] +["ขาย", "รวม"] +["ขาย", "รองเท้า"] +["ขาย", "ราคา"] +["ขาย", "ลำโพง"] +["ขาย", "ลูก"] +["ขาย", "ลูกผสม"] +["ขาย", "ล้อ"] +["ขาย", "สด"] +["ขาย", "ส่ง"] +["ขาย", "หรือ"] +["ขาย", "อาคาร"] +["ขาย", "เครื่อง"] +["ขาย", "เลนส์"] +["ขาย", "เวฟ"] +["ขาย", "เสื้อ"] +["ขาย", "เหมา"] +["ขาย", "เหรียญ"] +["ขาย", "เอง"] +["ขาย", "แค่"] +["ขาย", "แล้ว"] +["ขาย", "แหวน"] +["ขาย", "แอร์"] +["ขาย", "โน๊ตบุ๊ค"] +["ขายบ้าน", "เดี่ยว"] +["ขาว", "ดำ"] +["ขึ้น", "ไป"] +["ขุน", "พรหม"] +["ขุน", "แผน"] +["ข้อ", "มือ"] +["ข้อ", "สอบ"] +["คน", "อ้วน"] +["คม", "ชัด"] +["ครบ", "กล่อง"] +["ครบ", "ชุด"] +["ครบ", "พร้อม"] +["ครบ", "ยก"] +["ครบ", "รอบ"] +["ครอบ", "ครัว"] +["ครับ", "ผม"] +["ครั้ง", "ที่"] +["ครั้ง", "เดียว"] +["คลาส", "สิค"] +["คลุม", "ท้อง"] +["คลุม", "ไหล่"] +["คล้อง", "มือ"] +["ความ", "ยาว"] +["ความ", "ร้อน"] +["ความ", "สะอาด"] +["ความ", "เย็น"] +["ความ", "เร็ว"] +["คอ", "กลม"] +["คอ", "จีน"] +["คอ", "ทอง"] +["คอ", "ปก"] +["คอ", "วี"] +["คอ", "เงิน"] +["คอก", "กั้น"] +["คอก", "ลม"] +["คอนโด", "ลุมพินี"] +["คาด", "เอว"] +["คำ", "เยาวราช"] +["คีย์", "บอร์ด"] +["คุณ", "ภาพ"] +["คุณภาพ", "ดี"] +["คู่", "มือ"] +["ค่อย", "ได้"] +["ค่า", "ติด"] +["ค่า", "ส่ง"] +["ฆัง", "พิมพ์"] +["งด", "ต่อ"] +["งาน", "คุณ"] +["งาน", "ช่าง"] +["งาน", "ญี่ปุ่น"] +["งาน", "ดี"] +["งาน", "นอก"] +["งาน", "นำ"] +["งาน", "น้อย"] +["งาน", "ปกติ"] +["งาน", "ปัก"] +["งาน", "ป้าย"] +["งาน", "สวย"] +["งาน", "เกาหลี"] +["งาน", "เก่า"] +["งาน", "เศษ"] +["งาน", "แท้"] +["งาน", "แบรนด์"] +["งาน", "ได้"] +["งาน", "ไม้"] +["งาม", "มาก"] +["จด", "ทะเบียน"] +["จด", "ปี"] +["จอ", "กาง"] +["จอ", "คอม"] +["จอ", "ทัช"] +["จอ", "แยก"] +["จอ", "ใหญ่"] +["จอด", "รถ"] +["จักร", "ยาน"] +["จักร", "ยานพับ"] +["จักร", "เย็บ"] +["จักรยาน", "พับ"] +["จักรยาน", "เสือ"] +["จัด", "งาน"] +["จัด", "ส่ง"] +["จัด", "เต็ม"] +["จัดส่ง", "ฟรี"] +["จั้ม", "สูท"] +["จั๊ม", "สูท"] +["จาก", "ญี่ปุ่น"] +["จาก", "เศษ"] +["จาก", "โรง"] +["จำ", "กัด"] +["จำ", "นวน"] +["จำ", "หน่าย"] +["จี้", "เงิน"] +["จ่าย", "เงิน"] +["ฉลุ", "แผ่น"] +["ฉีด", "น้ำ"] +["ชง", "กาแฟ"] +["ชน", "หน้า"] +["ชนม", "พรรษา"] +["ชัด", "หลัง"] +["ชั้น", "วาง"] +["ชั้น", "เดียว"] +["ชั้น", "เหล็ก"] +["ชั้น", "ใน"] +["ชาย", "ระบาย"] +["ชิน", "ราช"] +["ชี", "ฟอง"] +["ชุด", "กระโปรง"] +["ชุด", "คลุม"] +["ชุด", "งาน"] +["ชุด", "ทำ"] +["ชุด", "นอน"] +["ชุด", "ผ้า"] +["ชุด", "ราตรี"] +["ชุด", "ละ"] +["ชุด", "ลำโพง"] +["ชุด", "ลูก"] +["ชุด", "ว่ายน้ำ"] +["ชุด", "สี"] +["ชุด", "ออก"] +["ชุด", "เครื่อง"] +["ชุด", "เซต"] +["ชุด", "เซท"] +["ชุด", "เซ็ต"] +["ชุด", "เซ็ท"] +["ชุด", "เดรส"] +["ชุด", "เด็ก"] +["ชุด", "แซก"] +["ชุด", "แต่ง"] +["ชุด", "โต๊ะ"] +["ชุด", "โอน"] +["ชุด", "ใหญ่"] +["ชุด", "ไทย"] +["ชุด", "ไป"] +["ช่วง", "ล่าง"] +["ช่าง", "ทำ"] +["ช้าง", "ให้"] +["ซัก", "ผ้า"] +["ซัก", "ล้าง"] +["ซับ", "ใน"] +["ซิป", "หลัง"] +["ซิม", "ได้"] +["ซื้อ", "จาก"] +["ซื้อ", "มา"] +["ซื้อ", "รถ"] +["ซุ้ม", "กอ"] +["ซุ้ม", "กาแฟ"] +["ญี่ปุ่น", "แท้"] +["ดรา", "ก้อน"] +["ดอก", "ลำโพง"] +["ดอก", "ไม้"] +["ดาด", "ฟ้า"] +["ดาว", "เทียม"] +["ดำ", "ด้าน"] +["ดำ", "น้ำ"] +["ดิจิตอล", "ทีวี"] +["ดิน", "ติด"] +["ดิน", "พร้อม"] +["ดิน", "สวย"] +["ดิน", "เปล่า"] +["ดิน", "เผา"] +["ดี", "ครับ"] +["ดี", "คุณ"] +["ดี", "ค่ะ"] +["ดี", "พร้อม"] +["ดี", "มาก"] +["ดี", "สวย"] +["ดี", "สี"] +["ดี", "เดิม"] +["ดี", "เยี่ยม"] +["ดี", "ใช้"] +["ดี", "ไม่"] +["ดู", "ดี"] +["ดู", "รถ"] +["ดู", "หนัง"] +["ดู", "แพง"] +["ดูด", "ฝุ่น"] +["ด้าน", "ข้าง"] +["ด้าน", "หน้า"] +["ด้าน", "หลัง"] +["ด้าน", "ใน"] +["ตก", "ปลา"] +["ตก", "แต่ง"] +["ตรง", "ข้าม"] +["ตรง", "รุ่น"] +["ตอน", "เดียว"] +["ตัด", "ฉลุ"] +["ตัด", "ผม"] +["ตัด", "หญ้า"] +["ตัน", "ยาว"] +["ตัว", "จัด"] +["ตัว", "ท็อป"] +["ตัว", "ท๊อป"] +["ตัว", "นี้"] +["ตัว", "ปัก"] +["ตัว", "ผู้"] +["ตัว", "ยาว"] +["ตัว", "รีด"] +["ตัว", "ละ"] +["ตัว", "เก่า"] +["ตัว", "เครื่อง"] +["ตัว", "เมีย"] +["ตัว", "เรือน"] +["ตัว", "เล็ก"] +["ตัว", "ใหญ่"] +["ตัว", "ใหม่"] +["ตั้ง", "กล้อง"] +["ตั้ง", "พื้น"] +["ตั้ง", "แต่"] +["ตั้ง", "โต๊ะ"] +["ตา", "กัน"] +["ตา", "ข่าย"] +["ตา", "ราง"] +["ตาม", "การ"] +["ตาม", "ภาพ"] +["ตาม", "รูป"] +["ตาม", "สภาพ"] +["ตาม", "หา"] +["ตาราง", "วา"] +["ตำ", "นาน"] +["ติด", "จอง"] +["ติด", "ตั้ง"] +["ติด", "ต่อ"] +["ติด", "ถนน"] +["ติด", "ผนัง"] +["ติด", "รถ"] +["ติด", "แก๊ส"] +["ตึก", "แถว"] +["ตุ๊กตา", "หมี"] +["ตู้", "กระจก"] +["ตู้", "ปลา"] +["ตู้", "ลำโพง"] +["ตู้", "เก็บ"] +["ตู้", "เชื่อม"] +["ตู้", "เย็น"] +["ตู้", "เสื้อ"] +["ตู้", "เหล็ก"] +["ตู้", "แช่"] +["ตู้", "โชว์"] +["ตู้", "ไม้"] +["ต่อ", "รอง"] +["ต่อ", "เติม"] +["ต่าง", "ประเทศ"] +["ต่าง", "หู"] +["ต้น", "ไม้"] +["ต้อง", "การ"] +["ถนน", "ใหญ่"] +["ถม", "แล้ว"] +["ถอด", "จาก"] +["ถอด", "ป้าย"] +["ถัง", "น้ำ"] +["ถัง", "แก๊ส"] +["ถาม", "ได้"] +["ถึง", "บ้าน"] +["ถุง", "ผ้า"] +["ถุง", "มือ"] +["ถุง", "เท้า"] +["ถูก", "กว่า"] +["ถูก", "ที่"] +["ถูก", "มาก"] +["ถูก", "สุด"] +["ถูก", "ๆ"] +["ถ่าย", "คน"] +["ถ่าย", "น้ำ "] +["ถ่าย", "ภาพ"] +["ถ่าย", "รูป"] +["ถ่าย", "เอกสาร"] +["ท", "มือ"] +["ทน", "ทาน"] +["ทรง", "กระบอก"] +["ทรง", "กลม"] +["ทรง", "สวย"] +["ทราบ", "ที่"] +["ทอง", "คำ"] +["ทอง", "เยาวราช"] +["ทอง", "เหลือง"] +["ทอง", "แดง"] +["ทอง", "แท้"] +["ทองคำ", "เยาวราช"] +["ทองคำ", "แท้"] +["ทะลุ", "ซุ้ม"] +["ทะเบียน", "สวย"] +["ทัก", "มา"] +["ทัน", "ที"] +["ทับ", "ทิม"] +["ทั่ว", "ประเทศ"] +["ทั่ว", "ไทย"] +["ทั่ว", "ไป"] +["ทั้ง", "คัน"] +["ทั้ง", "ชุด"] +["ทั้ง", "ตัว"] +["ทั้ง", "หมด"] +["ทั้ง", "ใบ"] +["ทาง", "ได้"] +["ทาง", "ไปรษณีย์"] +["ทาน", "ข้าว"] +["ทาวน์", "เฮ้าส์"] +["ทาวน์", "โฮม"] +["ทำ", "ความ"] +["ทำ", "งาน"] +["ทำ", "จาก"] +["ทำ", "ทอง"] +["ทำ", "น้ำ"] +["ทำ", "สี"] +["ทำเล", "ดี"] +["ทีม", "ชาติ"] +["ทีวี", "ดิจิตอล"] +["ที่", "ชาร์จ"] +["ที่", "ดิน"] +["ที่", "นอน"] +["ที่", "นั่ง"] +["ที่", "บ้าน"] +["ที่", "พัก"] +["ที่", "ระ"] +["ที่", "ระลึก"] +["ที่", "วาง"] +["ที่", "สุด"] +["ที่", "ใส่"] +["ทุก", "ชนิด"] +["ทุก", "ชิ้น"] +["ทุก", "ตัว"] +["ทุก", "ธนาคาร"] +["ทุก", "ยี่ห้อ"] +["ทุก", "รุ่น"] +["ทุก", "อย่าง"] +["ทุก", "แบบ"] +["ท็อป", "สุด"] +["ท่อ", "เดิม"] +["ธน", "บัตร"] +["ธนบัตร", "ที่"] +["ธนาคาร", "ครับ"] +["ธรรม", "ชาติ"] +["น", "ๆ"] +["นก", "แก้ว"] +["นอน", "สปริง"] +["นะ", "ครับ"] +["นะ", "คะ"] +["นัก", "งาน"] +["นัก", "เรียน"] +["นัด", "รับ"] +["นาค", "ปรก"] +["นาง", "พญา"] +["นาง", "ฟ้า"] +["นาฬิกา", "ข้อ"] +["นาฬิกา", "มือ"] +["นำ", "เข้า"] +["นำ", "โชค"] +["นิด", "หน่อย"] +["นิ่ม", "มาก"] +["น่า", "รัก"] +["น่า", "สะสม"] +["น่า", "ใช้"] +["น้อง", "หมา"] +["น้อง", "แมว"] +["น้อย", "มาก"] +["น้ำ", "ชา"] +["น้ำ", "ตาล"] +["น้ำ", "มัน"] +["น้ำ", "ยา"] +["น้ำ", "หนัก"] +["น้ำ", "หอม"] +["น้ำ", "อุ่น"] +["น้ำ", "เงิน"] +["น้ำ", "แข็ง"] +["น้ำ ", "มัน"] +["บริการ", "ส่ง"] +["บอดี้", "สูท"] +["บัง", "คับ"] +["บัง", "ลม"] +["บัตร", "เครดิต"] +["บัน", "ได"] +["บาง", "ขุน"] +["บาง", "คลาน"] +["บาง", "แก้ว"] +["บาท", "รวม"] +["บาท", "ส่ง"] +["บาท", "เท่านั้น"] +["บีบี", "กัน"] +["บ้าน", "พร้อม"] +["บ้าน", "พัก"] +["บ้าน", "มือ"] +["บ้าน", "สวย"] +["บ้าน", "เดิม"] +["บ้าน", "เดี่ยว"] +["บ้าน", "แท้"] +["ปกติ", "ทุก"] +["ประ", "มา"] +["ประ", "มาณ"] +["ประกัน", "ชั้น"] +["ประกัน", "ถึง"] +["ประกัน", "ยาว"] +["ประกัน", "ศูนย์"] +["ประกัน", "เหลือ"] +["ประกัน", "แท้"] +["ประดับ", "จาก"] +["ประดับ", "เพชร"] +["ประดับ", "เศษ"] +["ประตู", "ม้วน"] +["ประหยัด", "น้ำ"] +["ประหยัด", "ไฟเบอร์"] +["ปรับ", "ระดับ"] +["ปรับ", "ออโต้"] +["ปรับ", "ได้"] +["ปริมณฑล", "ค่ะ"] +["ปลา", "กัด"] +["ปลาย", "ทาง"] +["ปลาย", "ท่อ"] +["ปลาย", "ปี"] +["ปลุก", "เสก"] +["ปอม", "หน้า"] +["ปอม", "แท้"] +["ปัก", "ลาย"] +["ปั่น", "จักรยาน"] +["ปั้ม", "นม"] +["ปั้ม", "น้ำ"] +["ปั้ม", "ลม"] +["ปั๊ม", "นม"] +["ปั๊ม", "น้ำ"] +["ปั๊ม", "ลม"] +["ปาก", "กา"] +["ปาด", "ไหล่"] +["ปิด", "ตา"] +["ปิด", "ทอง"] +["ปิ้ง", "ย่าง"] +["ปี", "ใหม่"] +["ปู", "ที่"] +["ปู่", "บุญ"] +["ปู่", "ศุข"] +["ปู่", "หมุน"] +["ปู่", "หลิว"] +["ปู่", "เอี่ยม"] +["ปู่", "แสน"] +["ปู่", "โต๊ะ"] +["ป้อง", "กัน"] +["ป้าย", "ทะเบียน"] +["ป้าย", "ห้อย"] +["ป้าย", "แดง"] +["ป้าย", "ไฟ"] +["ผง", "สุพรรณ"] +["ผล", "ไม้"] +["ผี", "เสื้อ"] +["ผูก", "เอว"] +["ผูก", "โบว์"] +["ผู้", "ชาย"] +["ผู้", "ป่วย"] +["ผู้", "หญิง"] +["ผู้", "เขียน"] +["ผู้", "และ"] +["ผู้", "ใหญ่"] +["ผู้ ", "หญิง"] +["ผ่อน", "ได้"] +["ผ่าน", "การ"] +["ผ่าน", "ใช้"] +["ผ้า", "กำมะหยี่"] +["ผ้า", "คลุม"] +["ผ้า", "คอต"] +["ผ้า", "คอตตอน"] +["ผ้า", "ชีฟอง"] +["ผ้า", "ดี"] +["ผ้า", "ทอ"] +["ผ้า", "นวม"] +["ผ้า", "นิ่ม"] +["ผ้า", "นุ่ม"] +["ผ้า", "บาง"] +["ผ้า", "ปู"] +["ผ้า", "ฝ้าย"] +["ผ้า", "พัน"] +["ผ้า", "มือ"] +["ผ้า", "มือสอง"] +["ผ้า", "ม่าน"] +["ผ้า", "ยีนส์"] +["ผ้า", "ยืด"] +["ผ้า", "ร่ม"] +["ผ้า", "ลินิน"] +["ผ้า", "ลูก"] +["ผ้า", "หนา"] +["ผ้า", "ห่ม"] +["ผ้า", "เช็ด"] +["ผ้า", "เด็ก"] +["ผ้า", "เนื้อ"] +["ผ้า", "แฟชั่น"] +["ผ้า", "ใบ"] +["ผ้า", "ใส่"] +["ผ้า", "ไทย"] +["ผ้า", "ไหม"] +["ฝัง", "เพชร"] +["ฝา", "ครอบ"] +["ฝา", "ปิด"] +["ฝี", "มือ"] +["พก", "พา"] +["พญา", "ครุฑ"] +["พญา", "นาค"] +["พญา", "เต่า"] +["พนัก", "งาน"] +["พระ", "กริ่ง"] +["พระ", "กรุ"] +["พระ", "ขุน"] +["พระ", "คง"] +["พระ", "ครู"] +["พระ", "ชนม"] +["พระ", "ซุ้ม"] +["พระ", "นาง"] +["พระ", "บรม"] +["พระ", "บูชา"] +["พระ", "บ้าน"] +["พระ", "ประ"] +["พระ", "ปิด"] +["พระ", "ผง"] +["พระ", "พุทธ"] +["พระ", "รอด"] +["พระ", "ราช"] +["พระ", "ราม"] +["พระ", "รูป"] +["พระ", "ร่วง"] +["พระ", "สมเด็จ"] +["พระ", "สัง"] +["พระ", "หลวง"] +["พระ", "เกียรติ"] +["พระ", "เก่า"] +["พระ", "เครื่อง"] +["พระ", "เจ้า"] +["พระ", "เทพ"] +["พระ", "เนื้อ"] +["พระ", "เหรียญ"] +["พรี", "ออเดอร"] +["พรี", "ออเดอร์"] +["พรี", "เมี่ยม"] +["พร้อม", "กรอบ"] +["พร้อม", "กระเป๋า"] +["พร้อม", "กล่อง"] +["พร้อม", "ขา"] +["พร้อม", "จอ"] +["พร้อม", "จี้"] +["พร้อม", "ชุด"] +["พร้อม", "ตลับ"] +["พร้อม", "ติด"] +["พร้อม", "ที่"] +["พร้อม", "ที่นอน"] +["พร้อม", "ปิด"] +["พร้อม", "ยาง"] +["พร้อม", "ย้าย"] +["พร้อม", "สาย"] +["พร้อม", "ส่ง"] +["พร้อม", "อยู่"] +["พร้อม", "อุปกรณ์"] +["พร้อม", "เก้า"] +["พร้อม", "เลนส์"] +["พร้อม", "เล่น"] +["พร้อม", "โอน"] +["พร้อม", "ใช้"] +["พร้อม", "ใบ"] +["พลอย", "แท้"] +["พลาส", "ติก"] +["พวง", "กุญแจ"] +["พวง", "มาลัย"] +["พัด", "ลม"] +["พัน", "คอ"] +["พับ", "เก็บ"] +["พับ", "ได้"] +["พิมพ์", "นิยม"] +["พิมพ์", "ลาย"] +["พิมพ์", "ใหญ่"] +["พื้น", "ที่"] +["พื้น", "เต็ม"] +["พุทธ", "ชินราช"] +["พ่", "อก"] +["พ่วง", "ข้าง"] +["พ่อ", "กวย"] +["พ่อ", "ทวด"] +["พ่อ", "ท่าน"] +["พ่อ", "ปาน"] +["พ่อ", "รวย"] +["พ่อ", "สุด"] +["พ่อ", "เงิน"] +["พ่อ", "เดิม"] +["พ่อ", "แดง"] +["พ่อ", "โสธร"] +["ฟรี", "ค่า"] +["ฟรี", "ดาวน์"] +["ฟรี", "ทั่ว"] +["ฟรี", "ลง"] +["ฟรี", "ส่ง"] +["ฟรี", "ใน"] +["ฟรี", "ไซส์"] +["ฟอก", "อากาศ"] +["ฟอง", "น้ำ"] +["ฟัง", "บลูทูธ"] +["ฟัง", "เพลง"] +["ฟัง", "ไร้"] +["ฟี", "โน่"] +["ฟุต", "บอล"] +["ภาพ", "ถ่าย"] +["ภาพ", "พิมพ์"] +["ภาพ", "วาด"] +["ภาพ", "เยี่ยม"] +["ภาษา", "อังกฤษ"] +["ภาษี", "ไม่"] +["ภู", "เขา"] +["มอเตอร์", "ไซค์"] +["มัด", "ย้อม"] +["มัน", "มี"] +["มัน", "เครื่อง"] +["มา", "จาก"] +["มา", "ดู"] +["มา", "พร้อม"] +["มา", "แล้ว"] +["มา", "ใหม่"] +["มา", "ไม่"] +["มาก", "ครับ"] +["มาก", "ค่ะ"] +["มาก", "ๆ"] +["มิ", "เนียม"] +["มินิ", "เดรส"] +["มี", "กระเป๋า"] +["มี", "กล่อง"] +["มี", "กันสั่น"] +["มี", "จะ"] +["มี", "ชน"] +["มี", "ช่อง"] +["มี", "ซับ"] +["มี", "ตำหนิ"] +["มี", "บริการ"] +["มี", "ประกัน"] +["มี", "รอย"] +["มี", "รีโมท"] +["มี", "ล้อ"] +["มี", "สาย"] +["มี", "หลาย"] +["มี", "ฮู้ด"] +["มี", "เกียร์"] +["มี", "เก็บ"] +["มี", "เล่ม"] +["มี", "เสียง"] +["มี", "เอกสาร"] +["มี", "โฉนด"] +["มี", "โอ"] +["มี", "ใบ"] +["มี", "ไฟ"] +["มีด", "พับ"] +["มือ", "ช่าง"] +["มือ", "ถือ"] +["มือ", "ทอง"] +["มือ", "สอง"] +["มือ", "สองของ"] +["มือ", "สองสภาพ"] +["มือ", "หนึ่ง"] +["มือ", "หมุน"] +["มือ", "เงิน"] +["มือ", "เดียว"] +["มือ", "แรก"] +["มือสอง", "ของ"] +["มือสอง", "สภาพ"] +["มือสองของ", "แท้"] +["มือสองสภาพ", "ดี"] +["มุก", "แท้"] +["ม้วน", "ผม"] +["ยก", "กล่อง"] +["ยก", "ของ"] +["ยก", "ชุด"] +["ยนต์", "มือ"] +["ยอด", "นิยม"] +["ยัง", "ไง"] +["ยัง", "ไม่"] +["ยา", "มา"] +["ยาก", "มาก"] +["ยาง", "ขอบ"] +["ยาง", "ปี"] +["ยาง", "พารา"] +["ยาง", "ยืด"] +["ยาง", "รถ"] +["ยาง", "ใหม่"] +["ยาน", "พับ"] +["ยาน", "มือ"] +["ยาน", "เด็ก"] +["ยาน", "แม่"] +["ยาน", "ไฟ"] +["ยาว", "สี"] +["ยาว", "ๆ"] +["ยินดี", "รับ"] +["ยีนส์", "ขา"] +["ยืด", "คอ"] +["ยืด", "มือ"] +["ยืด", "ได้"] +["ย้าย", "บ้าน"] +["รถ", "กระบะ"] +["รถ", "จักร"] +["รถ", "ตัก"] +["รถ", "ติด"] +["รถ", "ตู้"] +["รถ", "บรรทุก"] +["รถ", "บังคับ"] +["รถ", "บ้าน"] +["รถ", "ปี"] +["รถ", "พร้อม"] +["รถ", "มอเตอร์ไซค์"] +["รถ", "มือ"] +["รถ", "มือสอง"] +["รถ", "ยนต์"] +["รถ", "สภาพ"] +["รถ", "สวย"] +["รถ", "เก๋ง"] +["รถ", "เข็น"] +["รถ", "เช่า"] +["รถ", "เดิม"] +["รถ", "เหล็ก"] +["รถ", "ใช้"] +["รถ", "ใหม่"] +["รถ", "ได้"] +["รถ", "ไถ"] +["รถ", "ไฟ"] +["รถ", "ไฟฟ้า"] +["รวม", "ค่า"] +["รวม", "ส่ง"] +["รหัส", "สินค้า"] +["รอง", "นอน"] +["รอง", "นั่ง"] +["รอง", "รับ"] +["รอง", "เท้า"] +["รอง", "เท้าวิ่ง"] +["รอง", "เท้าเด็ก"] +["รอง", "เท้าแตะ"] +["รอง", "ได้"] +["รองเท้า", "คั"] +["รองเท้า", "บูท"] +["รองเท้า", "ผ้า"] +["รองเท้า", "มือสอง"] +["รองเท้า", "วิ่ง"] +["รองเท้า", "ส้น"] +["รองเท้า", "หนัง"] +["รองเท้า", "เด็ก"] +["รองเท้า", "แตะ"] +["รอบ", "วัน"] +["รอบ", "อก"] +["ระฆัง", "พิมพ์"] +["รัก", "มาก"] +["รัก", "ๆ"] +["รัชกาล", "ที่"] +["รัด", "กล้าม"] +["รัด", "ส้น"] +["รับ", "งาน"] +["รับ", "จัด"] +["รับ", "จ้าง"] +["รับ", "ซื้อ"] +["รับ", "ซ่อม"] +["รับ", "ติด"] +["รับ", "ทำ"] +["รับ", "บัตร"] +["รับ", "ประกัน"] +["รับ", "สมัคร"] +["รับ", "เหมา"] +["รับ", "เอง"] +["รับ", "แขก"] +["รับ", "ได้"] +["รา", "ชา"] +["ราคา", "กัน"] +["ราคา", "ดี"] +["ราคา", "ต่อ"] +["ราคา", "ถูก"] +["ราคา", "นี้"] +["ราคา", "ประหยัด"] +["ราคา", "พร้อม"] +["ราคา", "พิเศษ"] +["ราคา", "รวม"] +["ราคา", "สูง"] +["ราคา", "ส่ง"] +["ราคา", "เบา"] +["ราคา", "โรง"] +["ราคา", "ได้"] +["ราคา", "ไม่"] +["ราช", "พิธี"] +["ราม", "อินทรา"] +["ราย", "ละเอียด"] +["ริ้ว", "รอย"] +["รีด", "ไอ"] +["รุ่น", "ท็อป"] +["รุ่น", "นี้"] +["รุ่น", "ปี"] +["รุ่น", "พิเศษ"] +["รุ่น", "อื่นๆ"] +["รุ่น", "เก่า"] +["รุ่น", "แรก"] +["รุ่น", "ใหม่"] +["รูป", "ถ่าย"] +["รูป", "ภาพ"] +["รูป", "หล่อ"] +["รูป", "แบบ"] +["ร้อง", "เท้า"] +["ร้าน", "กาแฟ"] +["ร้าน", "ขาย"] +["ร้าน", "อาหาร"] +["ลง", "ทะเบียน"] +["ลง", "ทุน"] +["ลง", "ยา"] +["ลง", "รัก"] +["ลด", "กระหน่ำ"] +["ลด", "พิเศษ"] +["ลด", "ราคา"] +["ลด", "ล้าง"] +["ลด", "สุด"] +["ลด", "ได้"] +["ลม", "ไอ"] +["ลา", "บาด"] +["ลาด", "พร้าว"] +["ลาย", "การ์ตูน"] +["ลาย", "จุด"] +["ลาย", "ดอก"] +["ลาย", "ตาราง"] +["ลาย", "ทาง"] +["ลาย", "พราง"] +["ลาย", "ริ้ว"] +["ลาย", "สวย"] +["ลาย", "เสือ"] +["ลาย", "ไม้"] +["ลายส", "ก๊อต"] +["ลำ", "ลอง"] +["ลำ", "ลูก"] +["ลำโพง", "บลูทูธ"] +["ลิขสิทธิ์", "แท้"] +["ลี", "ลา"] +["ลุก", "ชิวาวา"] +["ลูก", "ค้า"] +["ลูก", "ชิวาวา"] +["ลูก", "ปอม"] +["ลูก", "ปัด"] +["ลูก", "ป้อน"] +["ลูก", "ผสม"] +["ลูก", "สุนัข"] +["ลูก", "เดียว"] +["ลูก", "แมว"] +["ลูก", "ไม้"] +["ลู่", "วิ่ง"] +["ล่า", "สุด"] +["ล้อ", "ขอบ"] +["ล้อ", "พร้อม"] +["ล้อ", "ยาง"] +["ล้อ", "ลาก"] +["ล้อ", "เดิม"] +["ล้อ", "แท้"] +["ล้อ", "แม็ก"] +["ล้อ", "แม็กซ์"] +["ล้อ", "แม็ค"] +["ล้าง", "จาน"] +["ล้าง", "แอร์"] +["วง", "จร"] +["วง", "เดือน"] +["วงจร", "ปิด"] +["วัคซีน", "แล้ว"] +["วัด", "ช้าง"] +["วัด", "ดอน"] +["วัด", "ท่า"] +["วัด", "บาง"] +["วัด", "บ้าน"] +["วัด", "ปาก"] +["วัด", "พระ"] +["วัด", "ระ"] +["วัด", "ระฆัง"] +["วัด", "ละ"] +["วัด", "หนอง"] +["วัด", "เขา"] +["วัด", "เจดีย์"] +["วัด", "ไร่"] +["วัดระ", "ฆัง"] +["วัต", "ถุ"] +["วัน", "ที่"] +["วัน", "นี้"] +["วัน", "พีช"] +["วัว", "แท้"] +["วัสดุ", "หนัง"] +["วาง", "ของ"] +["วาง", "ทีวี"] +["วิ่ง", "น้อย"] +["วิ่ง", "ไฟ"] +["ว่าย", "น้ำ"] +["ศูนย์", "ไทย"] +["สตางค์", "หนัง"] +["สตางค์", "ใบ"] +["สตาท", "มือ"] +["สตาร์ท", "มือ"] +["สตาร์ท", "เท้า"] +["สน", "ใจ"] +["สนาม", "บิน"] +["สนใจ", "ทัก"] +["สภาพ", "ดี"] +["สภาพ", "ตาม"] +["สภาพ", "นาง"] +["สภาพ", "นางฟ้า"] +["สภาพ", "ป้าย"] +["สภาพ", "พร้อม"] +["สภาพ", "มือ"] +["สภาพ", "ยัง"] +["สภาพ", "สวย"] +["สภาพ", "เกรด"] +["สภาพ", "เดิม"] +["สภาพ", "เยี่ยม"] +["สภาพ", "เหมือน"] +["สภาพ", "ใช้"] +["สภาพ", "ใหม่"] +["สภาพนาง", "ฟ้า"] +["สมเด็จ", "บาง"] +["สมเด็จ", "พระ"] +["สมเด็จ", "พิมพ์"] +["สมเด็จ", "ย่า"] +["สมเด็จ", "วัด"] +["สมเด็จ", "วัดระ"] +["สมเด็จ", "เก่า"] +["สมเด็จ", "โต"] +["สระ", "ว่าย"] +["สร้อย", "ข้อ"] +["สร้อย", "คอ"] +["สร้อย", "ทอง"] +["สร้อย", "เงิน"] +["สร้าง", "เหล็ก"] +["สวม", "ใส่"] +["สวย", "ค่ะ"] +["สวย", "งาม"] +["สวย", "จัด"] +["สวย", "พร้อม"] +["สวย", "มาก"] +["สวย", "สภาพ"] +["สวย", "สุด"] +["สวย", "หรู"] +["สวย", "เครื่อง"] +["สวย", "เดิม"] +["สวย", "ใช้"] +["สวย", "ใส"] +["สวย", "ใหม่"] +["สวย", "ไม่"] +["สวย", "ๆ"] +["สวยๆ", "ราคา"] +["สวัสดี", "ค่ะ"] +["สอง", "ของ"] +["สอง", "ชั้น"] +["สอง", "ชิ้น"] +["สอง", "ญี่ปุ่น"] +["สอง", "ราคา"] +["สอง", "สี"] +["สอง", "แท้"] +["สอบ", "ถาม"] +["สะพาย", "ข้าง"] +["สะพาย", "หนัง"] +["สะพาย", "หลัง"] +["สะพาย", "ไหล่"] +["สะเก็ต", "ของ"] +["สัก", "เก่า"] +["สัตว์", "เลี้ยง"] +["สั่ง", "ทำ"] +["สั้น", "สี"] +["สาม", "ล้อ"] +["สาม", "ส่วน"] +["สาย", "คล้อง"] +["สาย", "ชาร์จ"] +["สาย", "ตา"] +["สาย", "นาฬิกา"] +["สาย", "พันธุ์"] +["สาย", "พาน"] +["สาย", "รัด"] +["สาย", "หนัง"] +["สาย", "เดี่ยว"] +["สาย", "ไฟ"] +["สาว", "อวบ"] +["สำนัก", "งาน"] +["สำหรับ", "เด็ก"] +["สำเร็จ", "รูป"] +["สินค้า", "ญี่ปุ่น"] +["สินค้า", "พร้อม"] +["สินค้า", "มือ"] +["สินค้า", "ใหม่"] +["สี", "กรม"] +["สี", "กรมท่า"] +["สี", "ขาว"] +["สี", "ครีม"] +["สี", "ชมพู"] +["สี", "ดำ"] +["สี", "ทอง"] +["สี", "น้ำ"] +["สี", "พื้น"] +["สี", "ฟ้า"] +["สี", "ม่วง"] +["สี", "สวย"] +["สี", "สัน"] +["สี", "ส้ม"] +["สี", "เขียว"] +["สี", "เงิน"] +["สี", "เดิม"] +["สี", "เทา"] +["สี", "เหลือง"] +["สี", "แดง"] +["สี่", "เหลี่ยม"] +["สุข", "ภาพ"] +["สุด", "คุ้ม"] +["สุด", "ท้าย"] +["สุด", "ยอด"] +["สุด", "หรู"] +["สุด", "ใน"] +["สุด", "ๆ"] +["สุนัข", "ปอม"] +["สุนัข", "ผสม"] +["สแกน", "นิ้ว"] +["สไตล์", "วินเทจ"] +["สไตล์", "เกาหลี"] +["ส่ง", "ต่อ"] +["ส่ง", "ถึง"] +["ส่ง", "ทั่ว"] +["ส่ง", "ทาง"] +["ส่ง", "ฟรี"] +["ส่ง", "ให้"] +["ส่ง", "ได้"] +["ส่วน", "ตัว"] +["ส้น", "สูง"] +["หนัก", "เบา"] +["หนัง", "กลับ"] +["หนัง", "นิ่ม"] +["หนัง", "วัว"] +["หนัง", "สี"] +["หนัง", "สื"] +["หนัง", "แท้"] +["หนังสือ", "การ์ตูน"] +["หนังสือ", "นิยาย"] +["หนังสือ", "มือ"] +["หนาว", "เด็ก"] +["หนีบ", "ผม"] +["หน่าย", "แอร์"] +["หน้า", "กว้าง"] +["หน้า", "กาก"] +["หน้า", "จอ"] +["หน้า", "ชัด"] +["หน้า", "ตัก"] +["หน้า", "ต่าง"] +["หน้า", "บ้าน"] +["หน้า", "ปัด"] +["หน้า", "รถ"] +["หน้า", "หมี"] +["หน้า", "หลัง"] +["หน้า", "อก"] +["หมวก", "กัน"] +["หมวก", "กันน็"] +["หมวก", "แก๊ป"] +["หมอน", "ผ้า"] +["หมื่น", "โล"] +["หมุน", "ได้"] +["หมู่", "บ้าน"] +["หม้อ", "น้ำ"] +["หม้อ", "หุง"] +["หม้อ", "แปลง"] +["หยก", "พม่า"] +["หยก", "แท้"] +["หยด", "น้ำ"] +["หยอด", "เหรียญ"] +["หลวง", "ปู่"] +["หลวง", "ปู่ทวด"] +["หลวง", "พ่"] +["หลวง", "พ่อ"] +["หลวงปู่", "ทวด"] +["หลวงปู่", "ทิม"] +["หลวงพ่อ", "คูณ"] +["หลวงพ่อ", "เงิน"] +["หลอด", "ไฟ"] +["หลัง", "คา"] +["หลัง", "มุม"] +["หลัง", "ยันต์"] +["หลัง", "อาน"] +["หลัง", "เบรอ"] +["หลุด", "จอง"] +["หล่อ", "หลวง"] +["หล่อ", "โบราณ"] +["หอ", "พัก"] +["หอม", "แท้"] +["หัด", "เดิน"] +["หัว", "ฉีด"] +["หัว", "หิน"] +["หัว", "เข็ม"] +["หัว", "ใจ"] +["หา", "บ้าน"] +["หา", "ยาก"] +["หาร", "ไร่,"] +["หิน", "อ่อน"] +["หุง", "ข้าว"] +["หุ้ม", "ข้อ"] +["หู", "ฟัง"] +["หู", "เงิน"] +["ห้อง", "นอน"] +["ห้อง", "น้ำ"] +["องค์", "ที่"] +["องค์", "ละ"] +["อดีต", "ประกัน"] +["อย่าง", "ดี"] +["อย่าง", "เดียว"] +["อร", "มัน"] +["ออก", "กำลัง"] +["ออก", "งาน"] +["ออก", "รถ"] +["ออก", "ห้าง"] +["ออก", "แบบ"] +["ออกกำลัง", "กาย"] +["ออเดอร", "์ปิด"] +["ออเดอร์", "ปิด"] +["อาคาร", "พาณิชย์"] +["อี้", "สำนักงาน"] +["อุปกรณ์", "ครบ"] +["อุ้ม", "เด็ก"] +["อเนก", "ประสงค์"] +["อ่าน", "ก่อน"] +["เกรด", "พรีเมี่ยม"] +["เกรด", "เอ"] +["เกศ", "ทะลุ"] +["เกศ", "ไชโย"] +["เกาหลี", "แท้"] +["เกาะ", "อก"] +["เกียร์", "ธรรมดา"] +["เกียร์", "ออโต้"] +["เก็ต", "ของ"] +["เก็บ", "ของ"] +["เก็บ", "ความ"] +["เก็บ", "น้ำ"] +["เก็บ", "ปลาย"] +["เก็บ", "สะสม"] +["เก็บ", "เงิน"] +["เก็บ", "ได้"] +["เก็บ", "ไฟ"] +["เก่า", "ญี่ปุ่น"] +["เก่า", "มาก"] +["เก่า", "สวย"] +["เก่า", "สะสม"] +["เก่า", "เก็บ"] +["เก่า", "โบราณ"] +["เก่า", "ไม่"] +["เก่า", "ๆ"] +["เก้าอี้", "ไม้"] +["เก้าอี้ ", "สำนักงาน"] +["เข็น", "เด็ก"] +["เข็ม", "กลัด"] +["เข็ม", "ขัด"] +["เข็มก", "ลัด"] +["เข้า", "จาก"] +["เข้า", "รูป"] +["เข้า", "อยู่"] +["เคย", "ชน"] +["เคย", "ติด"] +["เคย", "แกะ"] +["เคย", "ใช้"] +["เคย", "ใส่"] +["เครดิต", "ดี"] +["เครดิต", "ทุก"] +["เครื่อง", "กรอง"] +["เครื่อง", "ขยาย"] +["เครื่อง", "ชง"] +["เครื่อง", "ชั่ง"] +["เครื่อง", "ซัก"] +["เครื่อง", "ดี"] +["เครื่อง", "ดื่ม"] +["เครื่อง", "ดูด"] +["เครื่อง", "ตัด"] +["เครื่อง", "ทำ"] +["เครื่อง", "นวด"] +["เครื่อง", "นึ่ง"] +["เครื่อง", "บด"] +["เครื่อง", "บิน"] +["เครื่อง", "ประดับ"] +["เครื่อง", "ปั่น"] +["เครื่อง", "ปั้ม"] +["เครื่อง", "ปั๊ม"] +["เครื่อง", "พิมพ์"] +["เครื่อง", "ฟอก"] +["เครื่อง", "มือ"] +["เครื่อง", "ยนต์"] +["เครื่อง", "ราง"] +["เครื่อง", "วัด"] +["เครื่อง", "ศูนย์"] +["เครื่อง", "สวย"] +["เครื่อง", "สำ"] +["เครื่อง", "สำอา"] +["เครื่อง", "สำอาง"] +["เครื่อง", "หนีบ"] +["เครื่อง", "อบ"] +["เครื่อง", "ออกกำลัง"] +["เครื่อง", "เดิม"] +["เครื่อง", "เล่น"] +["เครื่อง", "เสียง"] +["เครื่อง", "แป้ง"] +["เครื่อง", "ใช้"] +["เครื่อง", "ใหม่"] +["เครื่อง", "ไทย"] +["เคลื่อน", "ที่"] +["เคส", "คอม"] +["เคส", "ไอโฟน"] +["เคาน์เตอร์", "กาแฟ"] +["เคาน์เตอร์", "ชา"] +["เงิน", "ปลาย"] +["เงิน", "สด"] +["เงิน", "เก่า"] +["เงิน", "แท้"] +["เจียระไน", "แล้ว"] +["เจ้า", "ของ"] +["เจ้า", "ของขาย"] +["เจ้า", "สัว"] +["เจ้า", "หญิง"] +["เจ้าของขาย", "เอง"] +["เฉลิม", "พระ"] +["เชิ้ต", "แขน"] +["เชียง", "ใหม่"] +["เช็ค", "ศูนย์"] +["เช็ด", "หน้า"] +["เช่า", "คอนโด"] +["เช่า", "บ้าน"] +["เช่า", "แล้ว"] +["เซฟ", "ตี้"] +["เซ้ง", "ร้าน"] +["เดรส", "กระโปรง"] +["เดรส", "งาน"] +["เดรส", "ทรง"] +["เดรส", "ผ้า"] +["เดรส", "ยาว"] +["เดรส", "ลาย"] +["เดรส", "ลูก"] +["เดรส", "สั้น"] +["เดรส", "สาย"] +["เดรส", "สี"] +["เดรส", "ออก"] +["เดรส", "แขน"] +["เดิน", "ทาง"] +["เดิน", "ป่า"] +["เดิม", "ๆ"] +["เดียว", "จบ"] +["เดียว", "ถูก"] +["เดียว", "ป้าย"] +["เด็ก", "ชาย"] +["เด็ก", "ผู้ "] +["เด็ก", "มือ"] +["เด็ก", "หญิง"] +["เตา", "ย่าง"] +["เตา", "รีด"] +["เตา", "อบ"] +["เตา", "แก๊ส"] +["เติม", "หลัง"] +["เตียง", "นอน"] +["เตียง", "ไม้"] +["เทป", "เพลง"] +["เท่า", "นั้น"] +["เท้า", "กีฬา"] +["เท้า", "คัชชู"] +["เท้า", "คัทชู"] +["เท้า", "ผู้"] +["เท้า", "ฟุตบอล"] +["เท้า", "มือ"] +["เท้า", "ลำ"] +["เท้า", "วิ่ง"] +["เท้า", "สตั๊ด"] +["เท้า", "สวย"] +["เท้า", "แตะ"] +["เท้า", "แบรนด์"] +["เท้า", "แฟชั่น"] +["เนก", "ประสงค์"] +["เนม", "แท้"] +["เนื้อ", "ชิน"] +["เนื้อ", "ดิน"] +["เนื้อ", "ดี"] +["เนื้อ", "ทอง"] +["เนื้อ", "ที่"] +["เนื้อ", "ผ้า"] +["เนื้อ", "ว่าน"] +["เนื้อ", "เงิน"] +["เบรอ", "ได้"] +["เบส", "บอล"] +["เบอร์", "มงคล"] +["เบอร์", "สวย"] +["เบา", "ๆ"] +["เบาะ", "หนัง"] +["เปลี่ยน", "ถ่าย"] +["เปอร์เซีย", "แท้"] +["เปิด", "จอง"] +["เปิด", "พระ"] +["เปิด", "ไหล่"] +["เป็น", "อะไหล่"] +["เป่า", "ผม"] +["เป่า", "ลม"] +["เป้", "อุ้ม"] +["เป้ ", "อุ้ม"] +["เพชร", "แท้"] +["เพศ", "ผู้"] +["เพศ", "เมีย"] +["เพิ่ง", "ซื้อ"] +["เพิ่ม", "เติม"] +["เพื่อ", "สุขภาพ"] +["เฟรม", "เหล็ก"] +["เมนู", "ไทย"] +["เมล็ด", "พันธุ์"] +["เมีย", "จัด"] +["เมีย", "วัคซีน"] +["เมื่อ", "ผ่าน"] +["เย็น", "มือ"] +["เย็บ", "ผ้า"] +["เริ่ม", "ต้น"] +["เรียบ", "ร้อย"] +["เรียบ", "หรู"] +["เลข", "สวย"] +["เลย", "ครับ"] +["เลย", "ค่ะ"] +["เลย", "จ้า"] +["เลี่ยม", "ทอง"] +["เล่น", "เกม"] +["เล่น", "เกมส์"] +["เล่น", "เด็ก"] +["เล่น", "แผ่น"] +["เล่น", "ได้"] +["เล่ม", "ครบ"] +["เล่ม", "จบ"] +["เล่ม", "ชุด"] +["เล่ม", "ทะเบียน"] +["เล่ม", "พร้อม"] +["เศษ", "ทอง"] +["เศษ", "ทองคำ"] +["เสริม", "พัฒนาการ"] +["เสริม", "สวย"] +["เสียง", "ดี"] +["เสือ", "ภูเขา"] +["เสือ", "หมอบ"] +["เสือภู", "เขา"] +["เสื้อ", "กล้าม"] +["เสื้อ", "กัน"] +["เสื้อ", "กั๊ก"] +["เสื้อ", "การ์ด"] +["เสื้อ", "กีฬา"] +["เสื้อ", "ครอป"] +["เสื้อ", "คลุม"] +["เสื้อ", "คอ"] +["เสื้อ", "บอล"] +["เสื้อ", "ปั่น"] +["เสื้อ", "ปาด"] +["เสื้อ", "ผ้า"] +["เสื้อ", "มือ"] +["เสื้อ", "มือสอง"] +["เสื้อ", "ยีนส์"] +["เสื้อ", "ยืด"] +["เสื้อ", "ลาย"] +["เสื้อ", "ลูก"] +["เสื้อ", "วง"] +["เสื้อ", "วอร์ม"] +["เสื้อ", "วินเทจ"] +["เสื้อ", "สวย"] +["เสื้อ", "สาย"] +["เสื้อ", "สี"] +["เสื้อ", "สูท"] +["เสื้อ", "สเวตเตอร์"] +["เสื้อ", "หนัง"] +["เสื้อ", "ฮาวาย"] +["เสื้อ", "ฮู้ด"] +["เสื้อ", "เชิ้ต"] +["เสื้อ", "เชิ๊ต"] +["เสื้อ", "เด็ก"] +["เสื้อ", "แขน"] +["เสื้อ", "แจ็คเก็ต"] +["เสื้อ", "แบรนด์"] +["เสื้อ", "แฟชั่น"] +["เสื้อ", "โค้ท"] +["เสื้อ", "โปโล"] +["เสื้อ", "ไหม"] +["เสื้อยืด", "มือสอง"] +["เสื้อยืด", "แขน"] +["เสื้อยืด", "แท้"] +["เหมาะ", "กับ"] +["เหมาะ", "สำหรับ"] +["เหมือน", "ใหม่"] +["เหรียญ", "กษาปณ์"] +["เหรียญ", "ต่าง"] +["เหรียญ", "ทอง"] +["เหรียญ", "ที่ระลึก"] +["เหรียญ", "พระ"] +["เหรียญ", "รัชกาล"] +["เหรียญ", "หลวงปู่"] +["เหรียญ", "หลวงพ่อ"] +["เหรียญ", "หล่อ"] +["เหรียญ", "เก่า"] +["เหรียญ", "เงิน"] +["เหรียญ", "เสมา"] +["เหรียญหลวง", "พ่อ"] +["เอกสาร", "ครบ"] +["เอกสาร", "ชุด"] +["เอกสาร", "พร้อม"] +["เอกสาร", "มี"] +["เอนก", "ประสงค์"] +["เอว", "สูง"] +["เอา", "ไป"] +["เอื้อ", "อาทร"] +["แกะ", "กล่อง"] +["แกะ", "สลัก"] +["แก้ว", "น้ำ"] +["แก้ว", "ผสม"] +["แขน", "กุด"] +["แขน", "ตุ๊กตา"] +["แขน", "ยาว"] +["แขน", "สั้น"] +["แขวน", "ผนัง"] +["แข็ง", "แรง"] +["แจ็คเก็ต", "ยีนส์"] +["แช่", "แข็ง"] +["แดง", "จ้า"] +["แต่ง", "บ้าน"] +["แต่ง", "ระบาย"] +["แต่ง", "สวย"] +["แต่ง", "หน้า"] +["แต่ง", "เต็ม"] +["แถม", "ฟรี"] +["แท้", "ครบ"] +["แท้", "ค่ะ"] +["แท้", "จาก"] +["แท้", "ติด"] +["แท้", "นำ"] +["แท้", "พร้อม"] +["แท้", "มือ"] +["แท้", "มือสอง"] +["แท้", "สภาพ"] +["แท้", "สี"] +["แท้", "ใหม่"] +["แท้", "ๆ"] +["แนว", "ข้อ"] +["แนะ", "นำ"] +["แน่", "นอน"] +["แบบ", "พก"] +["แบบ", "มี"] +["แบบ", "สวม"] +["แบรน", "แท้"] +["แบรนด์", "ญี่ปุ่น"] +["แบรนด์", "ดัง"] +["แบรนด์", "เนม"] +["แบรนด์", "แท้"] +["แบ่ง", "ขาย"] +["แผ่น", "ดิน"] +["แผ่น", "รอง"] +["แผ่น", "เสียง"] +["แมนนวล", "ได้"] +["แมว", "เปอร์เซีย"] +["แม็ก", "ขอบ"] +["แม็ก", "พร้อม"] +["แม่", "น้ำ"] +["แม่", "บ้าน"] +["แม่", "เหล็ก"] +["แรก", "เกิด"] +["แรง", "ดัน"] +["แรง", "ม้า"] +["แรง", "ๆ"] +["และ", "ปริมณฑล"] +["และ", "อุปกรณ์"] +["แล้ว", "ครับ"] +["แว่น", "กัน"] +["แว่น", "ตา"] +["แหวน", "ทอง"] +["แหวน", "เงิน"] +["แหวน", "เพชร"] +["แอร์", "บ้าน"] +["แอร์", "มือ"] +["แอร์", "มือสอง"] +["แอร์", "เคลื่อน"] +["โคม", "ไฟ"] +["โครง", "การ"] +["โครง", "สร้าง"] +["โฉม", "ใหม่"] +["โช๊ค", "หลัง"] +["โต", "โย"] +["โต๊ะ", "กลาง"] +["โต๊ะ", "กิน"] +["โต๊ะ", "คอม"] +["โต๊ะ", "ทำ"] +["โต๊ะ", "หมู่"] +["โต๊ะ", "อาหาร"] +["โต๊ะ", "เครื่อง"] +["โต๊ะ", "ไม้"] +["โทรศัพท์", "มือ"] +["โปร่ง", "ไฟฟ้า"] +["โมเดล", "รถ"] +["โรง", "งาน"] +["โรง", "จอด"] +["โรง", "เรียน"] +["โรง", "แรม"] +["โล", "โก้"] +["โอน", "ครบ"] +["ใกล้", "รถ"] +["ใจ", "ติด"] +["ใจ", "ทัก"] +["ใจ", "สอบ"] +["ใช้", "กับ"] +["ใช้", "งาน"] +["ใช้", "น้อย"] +["ใช้", "เงิน"] +["ใช้", "เพียง"] +["ใช้", "เอง"] +["ใช้", "แล้ว"] +["ใช้", "ได้"] +["ใน", "กรุงเทพ"] +["ใน", "ตัว"] +["ใบ", "ยาว"] +["ใบ", "เล็ก"] +["ใบ", "ใหญ่"] +["ใส่", "ของ"] +["ใส่", "ครั้ง"] +["ใส่", "ซิม"] +["ใส่", "ทำ"] +["ใส่", "บัตร"] +["ใส่", "สบาย"] +["ใส่", "เที่ยว"] +["ใส่", "เหรียญ"] +["ใส่", "แล้ว"] +["ใส่", "ได้"] +["ใหม่", "กริ้บ"] +["ใหม่", "ป้าย"] +["ใหม่", "มาก"] +["ใหม่", "มือ"] +["ใหม่", "ล่า"] +["ใหม่", "เอี่ยม"] +["ใหม่", "แกะ"] +["ใหม่", "ไม่"] +["ใหม่", "ๆ"] +["ให้", "ค่ะ"] +["ให้", "นม"] +["ให้", "ฟรี"] +["ให้", "ราคา"] +["ให้", "เช่า"] +["ให้", "เลือก"] +["ไก่", "ชน"] +["ไข", "ลาน"] +["ไข่", "มุก"] +["ไง", "ก็"] +["ไซส์", "ใหญ่"] +["ได้", "ครับ"] +["ได้", "คะ"] +["ได้", "ค่ะ"] +["ได้", "ดี"] +["ได้", "ถึง"] +["ได้", "ทั้ง"] +["ได้", "ทุก"] +["ได้", "นะ"] +["ได้", "ปกติ"] +["ได้", "หมด"] +["ได้", "อีก"] +["ได้", "เลย"] +["ได้", "ใช้"] +["ไป", "ส่ง"] +["ไป", "เลย"] +["ไฟ", "ฉาย"] +["ไฟ", "ท้าย"] +["ไฟ", "ฟ้า"] +["ไฟ", "หน้า"] +["ไฟ", "เลี้ยว"] +["ไมล์", "ดิจิตอล"] +["ไมล์", "น้อย"] +["ไมล์", "แท้"] +["ไม่", "ขาด"] +["ไม่", "ค่อย"] +["ไม่", "ติด"] +["ไม่", "ต้อง"] +["ไม่", "ถึง"] +["ไม่", "ทราบ"] +["ไม่", "บวม"] +["ไม่", "ผ่าน"] +["ไม่", "มี"] +["ไม่", "มีตำหนิ"] +["ไม่", "รวม"] +["ไม่", "รู้"] +["ไม่", "เกิน"] +["ไม่", "เคย"] +["ไม่", "แกะ"] +["ไม่", "แพง"] +["ไม่", "ได้"] +["ไม้", "กอล์ฟ"] +["ไม้", "สัก"] +["ไม้", "สี"] +["ไม้", "เทนนิส"] +["ไม้", "แกะ"] +["ไร้", "ตำหนิ"] +["ไร้", "รอย"] +["ไร้", "สาย"] +["ไว", "ไฟ"] +["ไหม", "พรม"] +["ไอ", "น้ำ"] +["ไอ", "เย็น"] +["ไอ้", "ไข่"] +["ๆ", "ครับ"] +["ๆ", "ค่ะ"] +["ๆ", "พร้อม"] +["ๆ", "ๆ"] +["์ปิด", "รอบ"] diff --git a/tests/__init__.py b/tests/__init__.py new file mode 100644 index 0000000..684a992 --- /dev/null +++ b/tests/__init__.py @@ -0,0 +1,4 @@ +from .test_tcc import TestTCC +from .test_tokenizer import TestTokenizer +from .test_trainer import TestTrainer +from .test_utils import TestUtils diff --git a/tests/test_tcc.py b/tests/test_tcc.py new file mode 100644 index 0000000..44b16e0 --- /dev/null +++ b/tests/test_tcc.py @@ -0,0 +1,9 @@ +import unittest +from thai_tokenizer import Tokenizer + + + +class TestTCC(unittest.TestCase): + def setUp(self): + # TODO: + pass diff --git a/tests/test_tokenizer.py b/tests/test_tokenizer.py new file mode 100644 index 0000000..4a8ea67 --- /dev/null +++ b/tests/test_tokenizer.py @@ -0,0 +1,23 @@ +import unittest +from thai_tokenizer import Tokenizer + + + +class TestTokenizer(unittest.TestCase): + def setUp(self): + self.tokenizer = Tokenizer([]) + + def test_merge(self): + tokens = ['a', 'b', 'c', 'd', 'e', 'f'] + tokens_out = ( + ['ab', 'c', 'd', 'e', 'f'], + ['a', 'bc', 'd', 'e', 'f'], + ['a', 'b', 'cd', 'e', 'f'], + ['a', 'b', 'c', 'de', 'f'], + ['a', 'b', 'c', 'd', 'ef'] + ) + for i in range(len(tokens) - 1): + self.assertEqual( + self.tokenizer._merge(tokens, pair_ix=i), + tokens_out[i] + ) diff --git a/tests/test_trainer.py b/tests/test_trainer.py new file mode 100644 index 0000000..a5c61af --- /dev/null +++ b/tests/test_trainer.py @@ -0,0 +1,9 @@ +import unittest +from thai_tokenizer import Tokenizer + + + +class TestTrainer(unittest.TestCase): + def setUp(self): + # TODO: + pass diff --git a/tests/test_utils.py b/tests/test_utils.py new file mode 100644 index 0000000..ad0028c --- /dev/null +++ b/tests/test_utils.py @@ -0,0 +1,9 @@ +import unittest +from thai_tokenizer import Tokenizer + + + +class TestUtils(unittest.TestCase): + def setUp(self): + # TODO: + pass diff --git a/thai_tokenizer/__init__.py b/thai_tokenizer/__init__.py new file mode 100644 index 0000000..96635c3 --- /dev/null +++ b/thai_tokenizer/__init__.py @@ -0,0 +1,4 @@ +from .tcc import segment +from .tokenizer import Tokenizer +from .utils import contains_thai, is_thai, replace_thai_numbers, split_thai_nonthai +from .data import bpe_merges diff --git a/thai_tokenizer/__main__.py b/thai_tokenizer/__main__.py new file mode 100644 index 0000000..002779d --- /dev/null +++ b/thai_tokenizer/__main__.py @@ -0,0 +1,206 @@ +import os +import lzma +import json +import argparse +from .tcc import segment +from .utils import contains_thai, is_thai +from .utils import replace_thai_numbers, split_thai_nonthai + + + +class Merges: + def __init__(self, filepath:str): + self.merges, self.filepath = set(), filepath + if os.path.isfile(self.filepath): + with open(self.filepath, 'rt') as f: + for line in f: + self.merges.add(tuple(json.loads(line.strip()))) + + def __contains__(self, pair:tuple): + return pair in self.merges + + def __len__(self): + return len(self.merges) + + def add(self, pair:tuple): + self.merges.add(pair) + with open(self.filepath, 'at') as f: + f.write(json.dumps(pair, ensure_ascii=False) + '\n') + + +class Index: + def __init__(self, docs): + self.pair_counts, self.pair_indices = {}, {} + for i, doc in enumerate(docs): + for pair in set(get_pairs(doc)): + self.incr_pair(pair) + self.add_ix(pair, i) + + def incr_pair(self, pair:tuple): + if pair in self.pair_counts: + self.pair_counts[pair] += 1 + else: + self.pair_counts[pair] = 1 + + def decr_pair(self, pair:tuple): + #Skipped pairs cause KeyError if not handled. + if pair in self.pair_counts: + self.pair_counts[pair] -= 1 + if self.pair_counts[pair] == 0: + del self.pair_counts[pair] + + def get_indices(self, pair:tuple): + return tuple(self.pair_indices[pair]) + + def add_ix(self, pair:tuple, ix:int): + if pair in self.pair_indices: + self.pair_indices[pair].add(ix) + else: + self.pair_indices[pair] = set((ix,)) + + def del_ix(self, pair:tuple, ix:int): + #Skipped pairs cause KeyError if not handled. + if pair in self.pair_indices: + self.pair_indices[pair].remove(ix) + if len(self.pair_indices[pair]) == 0: + del self.pair_indices[pair] + + def get_top_pair(self): + top_pair = max(self.pair_counts, key=self.pair_counts.get) + count = self.pair_counts[top_pair] + return top_pair, count / sum(self.pair_counts.values()), count + + def __delitem__(self, pair:tuple): + '''Completely remove the pair from the index in case of skipping. + ''' + del self.pair_counts[pair] + del self.pair_indices[pair] + + def __contains__(self, pair:tuple): + '''Check if the pair is in index. + ''' + return pair in self.pair_indices or pair in self.pair_counts + + +def loader(fp): + open = lzma.open if fp.endswith('.xz') else open + with open(fp, 'rt') as f: + for line in (line for line in f if contains_thai(line)): + for doc in split_thai_nonthai(replace_thai_numbers(line)).split(): + if is_thai(doc) and len(doc) > 1: + yield doc + + +def get_pairs(tokens:list) -> set: + '''Get unique pairs from tokens. + ''' + return set(zip(tokens[:-1], tokens[1:])) + + +def merge_pair(pair:tuple, tokens:list): + '''Merge pair in tokens. + ''' + pairs_before = get_pairs(tokens) + out = tokens[:] + while True: + for i in range(1, len(out)): + if pair[0] == out[i - 1] and pair[1] == out[i]: + out = out[:i - 1] + [''.join(pair)] + out[i + 1:] + break + else: + break + pairs_after = get_pairs(out) + pairs_incr = pairs_after - pairs_before + pairs_decr = pairs_before - pairs_after + return out, pairs_incr, pairs_decr + + +def merge(docs:list, index:Index, declined:Merges, accepted:Merges, n_merges:int) -> list: + is_interactive = len(accepted) > 0 + out, max_merges = [], n_merges + while len(out) < n_merges: + top_pair, proba, count = index.get_top_pair() + + print(f"#{len(out):04d} P:{proba * 100:.3f}%" + f" {' '.join(top_pair)} -> {''.join(top_pair)}") + + if is_interactive: + if top_pair not in accepted and top_pair not in declined: + if input('Merge? (default:y / n): ').strip() == 'n': + declined.add(top_pair) + else: + accepted.add(top_pair) + + if top_pair in declined: + print('INFO: Prevented merge for:', ' '.join(top_pair)) + del index[top_pair] + continue + out.append(top_pair) + + for i in index.get_indices(top_pair): + docs[i], pairs_incr, pairs_decr = merge_pair(top_pair, docs[i]) + for pair in pairs_decr: + index.decr_pair(pair) + index.del_ix(pair, i) + for pair in pairs_incr: + index.incr_pair(pair) + index.add_ix(pair, i) + assert top_pair not in index, 'This is likely a bug. \ + The index should not contain the top_pair by now.' + + return out + + +def main(): + parser = argparse.ArgumentParser(description='thai_tokenizer trainer') + parser.add_argument('input', type=str, + help='Mixed-thai newline separated documents.') + parser.add_argument('-l', '--limit', type=int, default=0, + help='Limit number of documents to load.') + parser.add_argument('-n', '--n_merges', type=int, default=4000, + help='Number of output merges.') + parser.add_argument('-d', '--declined', type=str, + default='temp/bpe_merges_declined.jsonl', + help='Declined BPE merges.') + parser.add_argument('-a', '--accepted', type=str, + default='temp/bpe_merges_accepted.jsonl', + help='Accepted BPE merges, enters interactive mode if provided.') + parser.add_argument('-o', '--output', type=str, + default='temp/bpe_merges.jsonl', + help='BPE merges output for tokenization.') + args = parser.parse_args() + + print('INFO: Loading documents...') + docs = [] + for doc in loader(args.input): + doc = list(segment(doc)) + if len(doc) > 1: + docs.append(doc) + if args.limit: + if len(docs) > args.limit: + break + elif len(docs) % (args.limit // 20) == 0: + print(f'INFO: Loaded {int(len(docs) / args.limit * 100)}%') + + print('INFO: Loading merges...') + declined = Merges(args.declined) + accepted = Merges(args.accepted) + is_interactive = True if args.accepted else False + + print('INFO: Calculating initial stats...') + index = Index(docs) + assert len(index.pair_counts) == len(index.pair_indices),\ + 'This is likely a bug. Pair counts dont equal to number of indices.' + + print('INFO: Merging...') + merges_out = merge(docs, index, declined, accepted, args.n_merges) + + #Save output. + with open(args.output, 'wt') as f: + for pair in merges_out: + f.write(json.dumps(pair, ensure_ascii=False) + '\n') + + + +if __name__ == '__main__': + main() diff --git a/thai_tokenizer/data/__init__.py b/thai_tokenizer/data/__init__.py new file mode 100644 index 0000000..7baaa2b --- /dev/null +++ b/thai_tokenizer/data/__init__.py @@ -0,0 +1,8 @@ +import json +from importlib import resources + + + +bpe_merges = [] +for line in resources.open_text(__name__, 'bpe_merges.jsonl'): + bpe_merges.append(tuple(json.loads(line))) diff --git a/thai_tokenizer/data/bpe_merges.jsonl b/thai_tokenizer/data/bpe_merges.jsonl new file mode 100644 index 0000000..1f92378 --- /dev/null +++ b/thai_tokenizer/data/bpe_merges.jsonl @@ -0,0 +1,4000 @@ +["อ", "ง"] +["ขา", "ย"] +["ก", "ระ"] +["มื", "อ"] +["เสื้", "อ"] +["อ", "ม"] +["ภา", "พ"] +["ว", "ย"] +["กระ", "เป๋า"] +["ส", "ภาพ"] +["ส", "วย"] +["อ", "น"] +["พ", "ร้"] +["พร้", "อม"] +["อ", "ร์"] +["เค", "รื่"] +["เครื่", "อง"] +["งา", "น"] +["ร", "ถ"] +["อ", "ก"] +["ร", "อง"] +["ข", "อง"] +["ให", "ม่"] +["ว", "ง"] +["ชุ", "ด"] +["รั", "บ"] +["ส", "อง"] +["อ", "ย"] +["ส่", "ง"] +["พ", "ระ"] +["ป", "ระ"] +["รา", "คา"] +["ก", "ร"] +["รุ่", "น"] +["ห", "ล"] +["กั", "น"] +["ลา", "ย"] +["อ", "บ"] +["หล", "วง"] +["ท", "อง"] +["ตั", "ว"] +["ยา", "ว"] +["ว", "น"] +["ค", "ร"] +["ห", "นั"] +["รี", "ย"] +["ฟ", "รี"] +["บ้า", "น"] +["เห", "รีย"] +["เหรีย", "ญ"] +["ร", "ง"] +["กา", "ง"] +["บา", "ท"] +["เก", "ง"] +["มา", "ก"] +["กาง", "เกง"] +["ย", "ว"] +["ส", "ม"] +["หนั", "ง"] +["ย", "น"] +["ห", "น้า"] +["เงิ", "น"] +["นิ้", "ว"] +["ร", "ส"] +["คร", "บ"] +["ลั", "ง"] +["ถู", "ก"] +["ต", "ร"] +["ย", "ง"] +["วั", "ด"] +["เด", "รส"] +["น", "ส์"] +["พ่", "อ"] +["สุ", "ด"] +["ค", "รับ"] +["ห", "ม"] +["ลู", "ก"] +["นา", "ฬิ"] +["เต", "อร์"] +["นาฬิ", "กา"] +["ล่", "อง"] +["ล้", "อ"] +["ยา", "ง"] +["นา", "ด"] +["ก", "ล่อง"] +["สา", "ย"] +["ข", "นาด"] +["เด็", "ก"] +["กา", "ร"] +["ติ", "ด"] +["ยื", "ด"] +["ห", "ลัง"] +["ค", "อ"] +["ล้", "อง"] +["เนื้", "อ"] +["ร", "น"] +["ย", "ม"] +["ว", "ม"] +["แข", "น"] +["ก", "ล้อง"] +["ร้", "อย"] +["เดิ", "ม"] +["จั", "กร"] +["จ", "อ"] +["แด", "ง"] +["ขา", "ว"] +["ท", "รง"] +["จา", "ก"] +["แบ", "บ"] +["ร", "ม"] +["สะ", "พา"] +["ประ", "กัน"] +["หั", "ว"] +["ชั้", "น"] +["แบ", "รน"] +["ให", "ญ่"] +["ส", "ร้อย"] +["ง", "ค์"] +["ยา", "น"] +["สะพา", "ย"] +["สม", "เด็"] +["สมเด็", "จ"] +["ส", "ตา"] +["อ", "ด"] +["แบรน", "ด์"] +["สา", "ร"] +["ว", "ก"] +["สั้", "น"] +["ปุ่", "น"] +["ญี่", "ปุ่น"] +["ทุ", "ก"] +["ไท", "ย"] +["เดี", "ยว"] +["ล", "ม"] +["ป้า", "ย"] +["ดิ", "น"] +["สิ", "น"] +["รู", "ป"] +["แต่", "ง"] +["ยี", "นส์"] +["รั", "ก"] +["เอ", "ก"] +["ล", "ด"] +["ร", "วม"] +["ข้", "อ"] +["ข", "อบ"] +["โอ", "น"] +["นา", "ง"] +["อ", "อ"] +["ต่", "อ"] +["ด", "อก"] +["ทา", "ง"] +["อ", "อก"] +["ห้", "อ"] +["เอก", "สาร"] +["เก็", "บ"] +["พิ", "ม"] +["หม", "วก"] +["อ", "ป"] +["ยี่", "ห้อ"] +["ว", "ด"] +["น", "ย์"] +["ศู", "นย์"] +["เห", "ลื"] +["แล้", "ว"] +["น", "อน"] +["แห", "วน"] +["ล", "ง"] +["เอ", "ว"] +["สิน", "ค้า"] +["พิม", "พ์"] +["ชั่", "น"] +["บา", "ง"] +["ย", "ก"] +["ไซ", "ส์"] +["ชา", "ย"] +["ป", "ก"] +["จั", "ด"] +["วั", "น"] +["สู", "ง"] +["แก้", "ว"] +["ล็", "ก"] +["เล", "นส์"] +["เห", "ล็ก"] +["เล่", "น"] +["ค", "อน"] +["ค", "อม"] +["อุ", "ป"] +["กร", "ณ์"] +["ย", "ร์"] +["เบ", "อร์"] +["อ", "ล"] +["ซื้", "อ"] +["อุป", "กรณ์"] +["แอ", "ร์"] +["สื", "อ"] +["หนัง", "สือ"] +["เย็", "น"] +["ตั้", "ง"] +["โพ", "ง"] +["ร", "ร"] +["ห", "นา"] +["ลำ", "โพง"] +["วิ่", "ง"] +["ว", "น์"] +["ข้า", "ง"] +["เศ", "ษ"] +["สภาพ", "นาง"] +["แม็", "ก"] +["รา", "ช"] +["ยน", "ต์"] +["สภาพนาง", "ฟ้า"] +["ญิ", "ง"] +["ห", "ญิง"] +["บา", "ย"] +["เสี", "ยง"] +["กา", "ร์"] +["ไห", "ล่"] +["เล่", "ม"] +["แฟ", "ชั่น"] +["ห", "รับ"] +["พั", "น"] +["น้", "อย"] +["สำ", "หรับ"] +["ปิ", "ด"] +["ด่", "วน"] +["ค", "วา"] +["เดื", "อน"] +["กระ", "โป"] +["ก", "ม"] +["หา", "ร"] +["โบ", "รา"] +["ข", "น"] +["วิ", "น"] +["ป", "ลาย"] +["ตา", "ม"] +["กระโป", "รง"] +["เป็", "น"] +["เล", "ย"] +["โบรา", "ณ"] +["เกี", "ยร์"] +["ควา", "ม"] +["โฉ", "ม"] +["คอน", "โด"] +["ทั้", "ง"] +["สตา", "งค์"] +["ชิ้", "น"] +["บั", "ตร"] +["เป", "อร์"] +["เชิ้", "ต"] +["ส", "ด"] +["ดั", "บ"] +["ย่า", "ง"] +["น", "น"] +["กั", "บ"] +["เว", "ฟ"] +["ล", "อง"] +["แร", "ง"] +["ประ", "ตู"] +["บ", "ริ"] +["เหลื", "อง"] +["ป", "ลา"] +["แผ่", "น"] +["ปก", "ติ"] +["แว่", "น"] +["กา", "แฟ"] +["ช", "ร"] +["ห้", "อง"] +["อ", "ค"] +["เท", "จ"] +["ก", "รุ"] +["เล็", "ก"] +["คุ", "ณ"] +["ม", "อ"] +["วิน", "เทจ"] +["ร้า", "น"] +["เห", "มา"] +["ผ", "สม"] +["มั", "น"] +["โฟ", "น"] +["ลุ", "ม"] +["เพ", "ชร"] +["เดี่", "ยว"] +["ช", "ม"] +["ก", "ตา"] +["ต่า", "ง"] +["ที", "วี"] +["ตั", "ด"] +["ม", "ป์"] +["รื", "อ"] +["วา", "ง"] +["พั", "บ"] +["ย", "บ"] +["ถื", "อ"] +["ห", "ลี"] +["ฟุ", "ต"] +["ไอ", "โฟน"] +["ตุ๊", "กตา"] +["อ", "ต"] +["ไห", "ม"] +["ช", "น"] +["เก", "ม"] +["เปิ", "ด"] +["แถ", "ม"] +["แม", "ว"] +["ถุ", "ง"] +["เสื", "อ"] +["เข็", "ม"] +["กี", "ฬา"] +["เกา", "หลี"] +["เดิ", "น"] +["เล", "ส"] +["ร์", "ท"] +["น", "ก"] +["ถึ", "ง"] +["น", "ท"] +["อ", "ย่าง"] +["ยั", "ง"] +["ห", "รือ"] +["ถั", "ง"] +["ด้า", "น"] +["ท่", "อ"] +["ป", "อม"] +["ห", "ล่"] +["เอ", "ง"] +["เต็", "ม"] +["ฟั", "ง"] +["พื้", "น"] +["ไม", "ล์"] +["ยา", "ก"] +["โร", "ง"] +["สะ", "สม"] +["บุ", "รี"] +["โม", "เด"] +["สู", "ท"] +["ค", "ลุม"] +["ร", "หั"] +["หล่", "อ"] +["เก็", "ต"] +["เมี", "ย"] +["บ", "บ"] +["เท", "พ"] +["โมเด", "ล"] +["ออ", "โต้"] +["ส", "บาย"] +["อ", "ยู่"] +["พ", "รม"] +["บุ๊", "ค"] +["เขี", "ยว"] +["พิ", "เศษ"] +["วิ", "ท"] +["ธ", "ร"] +["หนา", "ว"] +["การ์", "ด"] +["ง", "ค"] +["เตี", "ยง"] +["นั", "ก"] +["ป", "รับ"] +["ชม", "พู"] +["เค", "ย"] +["ประ", "ดับ"] +["รหั", "ส"] +["กระ", "จ"] +["ถ่า", "ย"] +["เท", "ศ"] +["คั", "บ"] +["นึ่", "ง"] +["ห", "อม"] +["ผ่า", "น"] +["ริ", "ม"] +["เบี", "ยน"] +["ค", "น"] +["โน๊", "ต"] +["ร", "ด"] +["ถ", "นน"] +["ทะ", "เบียน"] +["ใก", "ล้"] +["ระ", "บบ"] +["แบ", "ต"] +["น", "ม"] +["สั", "ก"] +["ริ", "ง"] +["ร", "อบ"] +["ซั", "ก"] +["ขั", "ด"] +["ล", "อย"] +["เค", "ส"] +["ก", "อ"] +["น", "ต์"] +["กี", "ต้า"] +["รา", "ย"] +["ส", "ไต"] +["ลั", "บ"] +["รา", "ง"] +["ดา", "วน์"] +["ซ", "ม"] +["จา", "น"] +["หิ", "น"] +["กร", "อบ"] +["เหรียญ", "หลวง"] +["น", "เลส"] +["ท้า", "ย"] +["สไต", "ล์"] +["โป", "ร"] +["เพ", "ศ"] +["กระจ", "ก"] +["แร", "ม"] +["ผ", "ม"] +["นิ่", "ม"] +["ลา", "ง"] +["โท", "ร"] +["ลึ", "ก"] +["ส", "แต"] +["ปา", "ก"] +["รั", "ช"] +["เว", "อร์"] +["ร", "อย"] +["ห", "นึ่ง"] +["ประ", "เทศ"] +["ลั", "ก"] +["พั", "ด"] +["จี", "น"] +["สตา", "ร์ท"] +["เม", "ตร"] +["ปั", "ก"] +["มอ", "เตอร์"] +["หนั", "ก"] +["น", "ใจ"] +["งา", "ม"] +["บ", "ลู"] +["ส", "อบ"] +["ต้", "น"] +["นั่", "ง"] +["สา", "ม"] +["รา", "ม"] +["ห", "นิ"] +["เพี", "ยง"] +["อะ", "ไหล่"] +["อร์", "ด"] +["ท", "วด"] +["ทา", "วน์"] +["ฉี", "ด"] +["ตำ", "หนิ"] +["คา", "ร"] +["ต", "ก"] +["บริ", "การ"] +["ยา", "ย"] +["ต้", "อง"] +["น์", "เตอร์"] +["ชิ", "วา"] +["เคา", "น์เตอร์"] +["เหลื", "อ"] +["เก", "รด"] +["กีต้า", "ร์"] +["ลา", "ส"] +["ซุ้", "ม"] +["ตา", "ล"] +["คั", "น"] +["คิ", "ว"] +["ส้", "น"] +["แข็", "ง"] +["ว้า", "ง"] +["สุ", "นั"] +["สุนั", "ข"] +["จิ", "ต"] +["ก", "ลาง"] +["รี", "ม"] +["กำ", "ลัง"] +["ติ", "ก"] +["โซ", "ฟา"] +["ขั", "บ"] +["เมื", "อง"] +["เส้", "น"] +["ระ", "ฆั"] +["ระฆั", "ง"] +["ลา", "ด"] +["ปั่", "น"] +["แก๊", "ส"] +["คา", "ร์"] +["พ", "ร"] +["ก", "ว้าง"] +["บ", "อล"] +["ธ", "น"] +["มุ", "น"] +["โน๊ต", "บุ๊ค"] +["น", "อก"] +["สา", "ว"] +["ห", "ม้"] +["สแต", "นเลส"] +["เล", "ข"] +["ร้า", "ง"] +["ล้า", "ง"] +["โช", "ว์"] +["ส", "ป"] +["ไซ", "ค์"] +["อง", "ค์"] +["ธร", "รม"] +["ทั่", "ว"] +["เบ", "ร"] +["กา", "ศ"] +["แย", "ก"] +["เข็", "น"] +["งค", "ล"] +["นุ่", "ม"] +["เท้า", "ผ้า"] +["ระ", "ลึก"] +["หม้", "อ"] +["ดุ", "ม"] +["กุ", "ญ"] +["ผ่", "อน"] +["ข้า", "ว"] +["ส", "ร้าง"] +["รี", "น"] +["เรี", "ยน"] +["อา", "ยุ"] +["โค", "รง"] +["มิ", "นิ"] +["ว", "ร์"] +["ชา", "ร์"] +["รอง", "เท้าผ้า"] +["ว", "เตอร์"] +["ข", "วด"] +["จ", "บ"] +["กา", "ย"] +["เท", "ป"] +["กุญ", "แจ"] +["อิ", "น"] +["ด้", "วย"] +["ลา", "น"] +["รองเท้าผ้า", "ใบ"] +["มือ", "น"] +["ท็", "อป"] +["น", "ด์"] +["ปั้", "ม"] +["โม", "ท"] +["ม", "หา"] +["ย", "อด"] +["ห", "มู่"] +["วา", "ย"] +["ก", "ว่า"] +["เห", "มือน"] +["แร", "ก"] +["พ", "วง"] +["จ", "ริง"] +["ส", "ต"] +["ส", "นใจ"] +["เซี", "ย"] +["ค", "ลิ"] +["ผ", "ง"] +["ดิ", "จิต"] +["ซ่", "อม"] +["เซ", "ล"] +["ภา", "ษี"] +["รี", "โมท"] +["ดิจิต", "อล"] +["น้", "อง"] +["ห", "มุน"] +["รา", "บ"] +["ช่า", "ง"] +["แข", "วน"] +["ค", "อก"] +["ร้", "อน"] +["อั", "ล"] +["ปู่", "ทวด"] +["ว", "บ"] +["เกม", "ส์"] +["ส่", "วน"] +["กา", "ล"] +["บ", "อร์ด"] +["ห", "มา"] +["ซั", "ม"] +["คอม", "พิ"] +["ริ่", "ง"] +["ปั๊", "ม"] +["พ", "ลอย"] +["ต", "รง"] +["กร", "ม"] +["ห", "รู"] +["คุ้", "ม"] +["แน", "ว"] +["ซุ", "ง"] +["หม", "ด"] +["โค", "ร"] +["คอมพิ", "วเตอร์"] +["จ", "อง"] +["ทิ", "ม"] +["รี", "ด"] +["เนี", "ยม"] +["รั", "ด"] +["แส", "ต"] +["เซ", "อร์"] +["ค", "เก็ต"] +["ตู", "น"] +["พั", "ก"] +["ว่า", "น"] +["เก", "อร์"] +["สอง", "สภาพ"] +["เพ", "ลง"] +["พัน", "ธุ์"] +["พ", "รร"] +["มือ", "สองสภาพ"] +["ไซ", "ด์"] +["ซ", "อย"] +["เหรียญหลวง", "พ่อ"] +["ห", "มี"] +["ม", "งคล"] +["ฮ", "อน"] +["หม", "อน"] +["ตั", "น"] +["บ", "อ"] +["ส", "ก"] +["มุ", "ก"] +["ห", "น่า"] +["ซัม", "ซุง"] +["ต", "รา"] +["ลิ", "ตร"] +["ห", "ลุ"] +["อ่", "อน"] +["ถ", "อด"] +["พุ", "ท"] +["ย", "น้ำ"] +["เยา", "ว"] +["แด", "ด"] +["แอ", "มป์"] +["โช๊", "ค"] +["การ์", "ตูน"] +["น", "ท์"] +["คา", "ด"] +["เรื", "อน"] +["ห", "ยก"] +["ง", "ก"] +["ทั", "วร์"] +["ช้า", "ง"] +["เค", "ร"] +["เป", "ลี่"] +["หน่า", "ย"] +["เปลี่", "ยน"] +["เยาว", "ราช"] +["สั", "น"] +["โค", "ม"] +["พ", "ก"] +["นิ", "ค"] +["ฮอน", "ด้า"] +["หลวง", "ปู่ทวด"] +["ต", "อน"] +["กำลัง", "กาย"] +["วิท", "ยุ"] +["ย", "ด"] +["นิ", "ด"] +["จั", "ง"] +["กั", "ด"] +["โล", "ก"] +["ช่", "อง"] +["กรุ", "ง"] +["ฐา", "น"] +["ห", "ลาย"] +["ระ", "บาย"] +["ออก", "กำลังกาย"] +["ง่า", "ย"] +["กำ", "ไล"] +["รัช", "กาล"] +["จั", "บ"] +["โฮ", "ม"] +["ประ", "ส"] +["ขุ", "น"] +["ซั", "บ"] +["เส", "ริม"] +["สุ", "ข"] +["รั้", "ง"] +["อ", "ลู"] +["แบ", "งค์"] +["บ", "น"] +["ชาร์", "จ"] +["น", "คร"] +["ว่า", "ยน้ำ"] +["ส", "วน"] +["อา", "กาศ"] +["โด", "ย"] +["เฟ", "รม"] +["ค", "รั้ง"] +["พุท", "ธ"] +["ล็", "ด"] +["กุ", "ด"] +["ศั", "พ"] +["ชิวา", "วา"] +["ร่", "ง"] +["มี", "ด"] +["ถา", "ม"] +["บั", "ง"] +["ค", "รั"] +["ศ", "รี"] +["แป", "ลง"] +["ห", "ยั"] +["ก", "ก"] +["ลิ", "ต"] +["ดา", "ว"] +["ร", "วย"] +["ฤ", "ษ"] +["ดั", "ง"] +["ดิ", "ส"] +["บา", "น"] +["วั", "ส"] +["ขา", "ด"] +["ส้", "ม"] +["รั", "ต"] +["แสต", "มป์"] +["สั", "ง"] +["ประส", "งค์"] +["ลั", "ย"] +["ฟ", "อง"] +["เบร", "ค"] +["ดิ", "ต"] +["แจ็", "คเก็ต"] +["คร", "อบ"] +["ร", "ก"] +["บอ", "ดี้"] +["โทร", "ศัพ"] +["ทา", "น"] +["เม็", "ด"] +["จั้", "ม"] +["ยี", "น"] +["ชิ", "น"] +["เห", "ลี่"] +["แพ", "ง"] +["แก", "น"] +["เติ", "ม"] +["ค", "รีม"] +["กระ", "ดุม"] +["คู", "ณ"] +["หยั", "ด"] +["เหลี่", "ยม"] +["เคร", "ดิต"] +["ท", "ราบ"] +["ประ", "หยัด"] +["ซี", "ท"] +["ออ", "ส"] +["พ", "รี"] +["คื", "น"] +["หุ้", "ม"] +["คา", "ดอก"] +["โย", "ต้า"] +["เป", "ล่า"] +["เท้า", "หนัง"] +["โต", "โยต้า"] +["บั", "น"] +["รอง", "เท้าหนัง"] +["โป", "ร่ง"] +["แส", "ง"] +["พ", "ญา"] +["ตา", "ร์"] +["ว", "รร"] +["เฮ้า", "ส์"] +["ช่", "วง"] +["ผ", "ลิต"] +["บ", "อก"] +["ย", "ร"] +["เซ้", "ง"] +["กรุง", "เทพ"] +["เยี่", "ยม"] +["อ", "รี่"] +["ชั", "ด"] +["โทรศัพ", "ท์"] +["ตร", "ว"] +["ล์", "ม"] +["เชี", "ยง"] +["จุ", "ด"] +["ชา", "ติ"] +["ล้า", "น"] +["ซิ", "ป"] +["ลุ", "ก"] +["สก", "รีน"] +["นั", "ด"] +["ม่", "วง"] +["เปอร์", "เซีย"] +["แส", "น"] +["นิ", "ยาย"] +["วา", "ด"] +["เท้า", "เด็ก"] +["ทู", "ธ"] +["ล์", "ฟ"] +["อี", "ก"] +["กิ", "จ"] +["ต", "เตอร์"] +["หม", "อบ"] +["พ", "ม่า"] +["นท", "ร์"] +["เฟ", "อร์"] +["ท", "ร"] +["นั้", "น"] +["ธ", "นา"] +["ค", "ลอง"] +["น", "ดี"] +["ป", "ล"] +["ปื", "น"] +["โป", "โล"] +["กอ", "ล์ฟ"] +["อั", "น"] +["ดู", "ด"] +["นา", "ม"] +["เปอร์", "เซ็"] +["นั", "ง"] +["ท", "ธิ์"] +["อั", "งก"] +["พ", "ลั"] +["ส", "ว่าน"] +["ย", "อง"] +["อังก", "ฤษ"] +["ห้", "อย"] +["เม", "ล็ด"] +["ท", "หาร"] +["เท", "ล"] +["วา", "น"] +["รอง", "เท้าเด็ก"] +["อ", "ร"] +["บู", "ชา"] +["ค", "ริ"] +["ร", "ณ์"] +["ชั", "ย"] +["อ", "เม"] +["สั", "ต"] +["บ", "รร"] +["เพิ่", "ม"] +["กระ", "บะ"] +["น", "วน"] +["ร", "ษ"] +["คลิ", "ก"] +["ครั", "ว"] +["ผ", "ล"] +["ฟิ", "ล์ม"] +["ก", "ษา"] +["ค", "ม"] +["แล", "ก"] +["มือสองสภาพ", "ดี"] +["อั", "ด"] +["กระ", "ดา"] +["ก", "รอง"] +["ร่", "ม"] +["กิ", "โล"] +["ทั", "น"] +["เรี", "ยบ"] +["บั", "ว"] +["ทั", "บ"] +["ของ", "ขาย"] +["ญ", "ญา"] +["อา", "คาร"] +["ค", "ล้อง"] +["สอง", "ของ"] +["มือ", "สองของ"] +["ช", "ล"] +["เขี", "ยน"] +["บา", "ร์"] +["เบ", "ส"] +["มั", "ง"] +["ธนา", "คาร"] +["เท้า", "วิ่ง"] +["เด", "อร์"] +["ซิ", "ม"] +["เจ้า", "ของขาย"] +["พ", "ลาส"] +["แน่", "น"] +["มา", "ส"] +["เจ้าของขาย", "เอง"] +["เรื", "อ"] +["บิ", "น"] +["พลั", "ส"] +["รอง", "เท้าวิ่ง"] +["เจ", "อร์"] +["นิ", "ส"] +["เข้", "ม"] +["มิ", "ต"] +["ค", "รุ"] +["มุ", "ม"] +["ส", "เป"] +["ลิ", "ง"] +["ผ", "นัง"] +["บลู", "ทูธ"] +["ลา", "ก"] +["ปั", "ด"] +["ท", "บ"] +["ลื่", "น"] +["อา", "ด"] +["เสือ", "ภู"] +["กัน", "น็"] +["มือสองของ", "แท้"] +["ร์", "ด"] +["คอก", "ลม"] +["เสือภู", "เขา"] +["ล่", "อย"] +["ท่า", "น"] +["ก่", "อน"] +["สะ", "อาด"] +["รึ่", "ง"] +["ก", "ลม"] +["เย", "อะ"] +["ไซ", "น์"] +["หมวก", "กันน็"] +["เซ็", "ท"] +["ทั", "ก"] +["จัง", "ห"] +["ก", "ริ่ง"] +["ลาย", "ส"] +["จ", "ด"] +["ลั", "ด"] +["ต", "รี"] +["ค", "รึ่ง"] +["จั๊", "ม"] +["ยิ", "นดี"] +["รั", "ง"] +["ป", "ล่อย"] +["ขน", "ม"] +["ห", "น"] +["ผู", "ก"] +["ซี", "น"] +["ท๊", "อป"] +["ดี", "เซล"] +["จา", "ร"] +["ต", "ลับ"] +["ค", "ลาส"] +["เท้า", "แตะ"] +["เที่", "ยว"] +["คร", "อป"] +["ทะ", "เล"] +["น", "ซ์"] +["เซ", "ต"] +["ไซ", "ต์"] +["คี", "ย์"] +["เซ็", "ต"] +["รอง", "เท้าแตะ"] +["ม", "ม"] +["ระ", "ยอง"] +["ส", "ปี"] +["ข", "อ"] +["เก", "ษ"] +["ส", "ระ"] +["ร์", "น"] +["กี", "ตาร์"] +["ห", "มู"] +["หลุ", "ย"] +["ขึ้", "น"] +["ชล", "บุรี"] +["ย", "ใน"] +["ปิ้", "ง"] +["รั", "ม"] +["แห่", "ง"] +["อ", "ส"] +["ฉ", "ลุ"] +["ส", "วม"] +["ฝุ่", "น"] +["เลี่", "ยม"] +["ล็", "อค"] +["อร์", "ม"] +["อเม", "ริ"] +["วัส", "ดุ"] +["ก", "ล้า"] +["ทำ", "เล"] +["เลี้", "ยง"] +["น", "วม"] +["ร", "อก"] +["ระ", "ดับ"] +["สา", "น"] +["แผ", "น"] +["จ", "ร"] +["จิ๋", "ว"] +["แม", "น"] +["หล", "อด"] +["สัต", "ว์"] +["ยาน", "พับ"] +["ม้", "วน"] +["อร์", "ต"] +["จ่า", "ย"] +["กร", "รม"] +["มัง", "กร"] +["เชื่", "อม"] +["ส", "ถา"] +["นิ", "ยม"] +["ธรรม", "ดา"] +["มิต", "ซู"] +["มิ", "ก"] +["ท", "น"] +["จักร", "ยานพับ"] +["ประ", "ก"] +["ส", "มุ"] +["ไซ", "ร์"] +["วั", "ต"] +["สิ", "ค"] +["ล่า", "ง"] +["เห", "มาะ"] +["มิ", "ล"] +["ภา", "ยใน"] +["ญ", "จ"] +["ด", "วง"] +["ว", "ร"] +["กระ", "บอก"] +["กร", "ง"] +["เน", "ก"] +["กิ", "น"] +["นา", "ค"] +["วี", "โก้"] +["สิ", "ทธิ์"] +["ปู่", "ทิม"] +["ไซ", "บี"] +["เน", "ม"] +["วั", "ค"] +["ห", "ลัก"] +["เย็", "บ"] +["ห", "วาน"] +["บู", "รณ์"] +["ครุ", "ฑ"] +["นา", "น"] +["ช", "นิด"] +["วัค", "ซีน"] +["ฟ", "อก"] +["ก็", "อต"] +["อลู", "มิ"] +["พร", "หม"] +["เพื่", "อ"] +["พรร", "ษา"] +["ส", "มั"] +["ดี", "ไซน์"] +["ฝั", "ง"] +["ดั", "น"] +["ว", "อร์ม"] +["ร้า", "ว"] +["สิ", "ง"] +["ก๊", "อต"] +["หุ่", "น"] +["ชั", "ก"] +["หมวกกันน็", "อค"] +["ช", "ย์"] +["อลูมิ", "เนียม"] +["เอี่", "ยม"] +["ตึ", "ก"] +["ส", "มา"] +["มั", "ติ"] +["กรุ", "ด"] +["ก้", "อน"] +["ภา", "ษา"] +["เซ", "ท"] +["อ", "อน"] +["กล้า", "ม"] +["ส", "ลัก"] +["ลิ", "น"] +["ห้า", "ง"] +["แม็", "ค"] +["เน", "อร์"] +["เท้า", "ส้น"] +["อั", "ต"] +["อ", "เนก"] +["น", "วด"] +["ค", "รู"] +["ท้", "อง"] +["แต", "ก"] +["วิ", "ต"] +["ห", "นู"] +["รอง", "เท้าส้น"] +["เด้", "น"] +["เสี", "ย"] +["พั", "ท"] +["อ่า", "น"] +["ท", "อ"] +["ลิ", "ว"] +["คาร์", "ซีท"] +["สปี", "ด"] +["กระดา", "ษ"] +["ต", "ล"] +["จังห", "วัด"] +["หลุย", "ส์"] +["โส", "ธร"] +["ซ", "อง"] +["ลิ", "ม"] +["ต", "ลาด"] +["สม", "บูรณ์"] +["ไม", "โคร"] +["ปุ่", "ม"] +["จ", "อย"] +["ก", "ด"] +["โน", "มัติ"] +["เป็", "ด"] +["คิ", "ด"] +["เอี", "ยด"] +["สำ", "นัก"] +["โล", "หะ"] +["แถ", "ว"] +["แฮ", "นด์"] +["ก", "เกอร์"] +["ก", "ษ์"] +["แบ่", "ง"] +["อม", "สิน"] +["ห", "ลิว"] +["พา", "ณิ"] +["วิ", "ล"] +["พ", "ฤ"] +["หน", "อง"] +["หลวง", "ปู่ทิม"] +["กา", "ก"] +["ออ", "ฟ"] +["อ", "ดี"] +["เรี", "ย"] +["เปอร์เซ็", "นต์"] +["ภาพ", "ดี"] +["ถา", "ด"] +["บา", "ด"] +["หา", "ง"] +["สา", "มา"] +["ลิ", "ข"] +["ก", "ริ"] +["ท", "ม"] +["อ่า", "ง"] +["ไฟ", "แน"] +["ร์", "ม"] +["ลิ้", "น"] +["อัต", "โนมัติ"] +["ส", "ตั๊"] +["ฝ้า", "ย"] +["กะ", "รัต"] +["พาณิ", "ชย์"] +["สป", "ริง"] +["เลื", "อก"] +["ยุ", "ค"] +["สามา", "รถ"] +["สั่", "ง"] +["ชิวา", "ว่า"] +["ตะ", "กรุด"] +["เที", "ยม"] +["ส", "นาม"] +["ว", "ล"] +["เมี่", "ยม"] +["สป", "อร์ต"] +["พ่อ", "คูณ"] +["ประก", "อบ"] +["จอ", "ด"] +["ข", "ยาย"] +["ละ", "เอียด"] +["แป้", "ง"] +["อื่", "น"] +["พ", "ย์"] +["ชั่", "ง"] +["โซ", "นิค"] +["ล", "ทบ"] +["สตั๊", "ด"] +["ก้า", "น"] +["เค", "ลื"] +["หลวง", "พ่อคูณ"] +["สู", "บ"] +["รา", "ว"] +["ผ้า", "ห่"] +["บั", "บ"] +["เรื่", "อง"] +["พา", "น"] +["ป", "รา"] +["วิ", "ว"] +["ริ้", "ว"] +["ท", "รั"] +["สั", "ม"] +["มา", "ลัย"] +["ตั", "ก"] +["บ", "อน"] +["ถ้", "วย"] +["ต", "อก"] +["พั", "ฒ"] +["เชิ๊", "ต"] +["พ", "ร้าว"] +["ไม", "ค์"] +["กั้", "น"] +["น", "ด"] +["เก๋", "ง"] +["เม", "น"] +["เบ", "ล"] +["ตล", "อด"] +["เต", "อรี่"] +["นิส", "สัน"] +["วรร", "ณ"] +["ง", "ด"] +["เซ", "น"] +["ก", "ทม"] +["ร", "อ"] +["ล็", "อก"] +["โร", "ป"] +["ก", "ลับ"] +["ถั", "ก"] +["ห", "นี"] +["เร็", "ว"] +["เคลื", "อบ"] +["โก", "ล"] +["คอ", "ต"] +["ร", "อม"] +["เชื", "อก"] +["ยุ", "โรป"] +["ถ่า", "น"] +["เด", "อะ"] +["ข", "วั"] +["ปา", "ด"] +["ผ้าห่", "ม"] +["แบ", "น"] +["ทุ", "น"] +["บั", "ติ"] +["ห", "มื่"] +["มั", "ด"] +["เป", "ล"] +["สตา", "ร์"] +["ขวั", "ญ"] +["ร", "อด"] +["เบ", "น"] +["ป", "ริ้"] +["ฉ", "บับ"] +["จาร", "ย์"] +["แท่", "น"] +["ป", "รก"] +["สั่", "น"] +["ฮู้", "ด"] +["ซี", "ล"] +["โน้", "ต"] +["ก", "ลอง"] +["เชิ", "ง"] +["นิ", "น"] +["ขาย", "รอง"] +["พัท", "ยา"] +["อิ", "ตา"] +["คำ", "แท้"] +["แบต", "เตอรี่"] +["โช", "ค"] +["ทอง", "คำแท้"] +["มะ", "ห"] +["บ", "ด"] +["คุณ", "ภาพดี"] +["กระ", "ปุ"] +["คริ", "ส"] +["ขายรอง", "เท้า"] +["ลิข", "สิทธิ์"] +["เริ่", "ม"] +["กำ", "มะห"] +["โบ", "ว์"] +["สั", "ญญา"] +["สิ", "ต"] +["นิ", "ต"] +["บู", "ล"] +["ห", "มึ"] +["โท", "น"] +["ป", "ปี้"] +["ภู", "มิ"] +["เพ", "ล"] +["ช", "ง"] +["แห้", "ง"] +["แอ", "ล"] +["เหรียญ", "ที่"] +["อุ่", "น"] +["เที", "ยน"] +["หมึ", "ก"] +["เจ", "น"] +["อั", "พ"] +["เกิ", "น"] +["ไป", "รษ"] +["หนี", "บ"] +["ไปรษ", "ณี"] +["กำมะห", "ยี่"] +["ราง", "วา"] +["เว", "ลา"] +["ไน", "กี้"] +["บุ", "ญ"] +["ปริ้", "น"] +["ก", "ลัด"] +["วั", "ง"] +["ส", "เตอร์"] +["ศา", "สต"] +["เล", "อร์"] +["ก", "ล"] +["ณ", "ฑ"] +["ซุ", "ป"] +["หั", "ด"] +["แฟ", "น"] +["ตา", "รางวา"] +["เซ", "รา"] +["เท", "ค"] +["รองเท้าส้น", "สูง"] +["นิ", "ว"] +["บ", "รา"] +["ยั", "นต์"] +["เบื้", "อง"] +["แป", "ล"] +["ด", "รีม"] +["บา", "ล"] +["กา", "ญจ"] +["เท้า", "คั"] +["จ", "อม"] +["อดี", "ต"] +["เค", "ลื่"] +["พัฒ", "นา"] +["มา", "ฮ่า"] +["รอง", "เท้าคั"] +["ส", "เต"] +["ตะ", "เกี"] +["หลุ", "ด"] +["ใค", "ร"] +["เคลื่", "อน"] +["เท้า", "ฟุต"] +["ฮา", "วาย"] +["อเมริ", "กา"] +["พรร", "ณ"] +["ช", "ชู"] +["อ", "วบ"] +["กระ", "ติก"] +["เช็", "ค"] +["เหรียญที่", "ระลึก"] +["ศาสต", "ร์"] +["ไล", "น์"] +["เกิ", "ด"] +["ตั", "ง"] +["ยาน", "เสือภูเขา"] +["ยา", "มาฮ่า"] +["เษ", "ก"] +["บ", "รม"] +["ที", "ม"] +["ปั", "ง"] +["ขุ", "ม"] +["เช็", "ด"] +["สิง", "ห์"] +["รุ้", "ง"] +["รอง", "เท้าฟุต"] +["ปล", "อก"] +["หมื่", "น"] +["วั", "ว"] +["รัง", "สิต"] +["ไฟแน", "นซ์"] +["ภิ", "เษก"] +["อิ", "นท"] +["ชิ", "สุ"] +["ผิ", "ว"] +["ม่า", "น"] +["บู", "ท"] +["เก", "ศ"] +["เลื่", "อน"] +["ห", "ญ้า"] +["จักร", "ยานเสือภูเขา"] +["โต", "น"] +["ทรั", "พย์"] +["ร์", "ค"] +["โค้", "ท"] +["ชุ", "ม"] +["นิ", "เจอร์"] +["ณฑ", "ล"] +["ห", "ง"] +["นิ", "ม"] +["เงี", "ยบ"] +["ต่า", "ย"] +["ว่า", "ง"] +["วี", "ออส"] +["ย้า", "ย"] +["เร็", "จ"] +["เพา", "เวอร์"] +["เมา", "ส์"] +["เนื้อ", "ผง"] +["ขั", "น"] +["ท", "ราย"] +["อุ", "ด"] +["สำ", "เร็จ"] +["ห", "น่"] +["ข", "วบ"] +["กระ", "ต่าย"] +["เฟอร์", "นิเจอร์"] +["ธา", "นี"] +["สต", "รี"] +["สเป", "ค"] +["ส", "วิ"] +["วัต", "ต์"] +["เว", "ส"] +["เท", "น"] +["คี", "ออส"] +["กระ", "เบื้อง"] +["ภั", "ย"] +["เอ", "ฟ"] +["ร้", "อง"] +["ติ", "ส"] +["ส", "อน"] +["พิ", "ธี"] +["ซ้า", "ย"] +["ต", "ตี้"] +["เย", "อร"] +["ส", "แกน"] +["ฝ", "น"] +["ฮา", "ร์ด"] +["กิจ", "การ"] +["ไฟ", "เบอร์"] +["เซ็", "น"] +["เยอร", "มัน"] +["ปั่น", "จักร"] +["ไปรษณี", "ย์"] +["ดี", "เทล"] +["เซ", "ฟ"] +["ไมโคร", "เวฟ"] +["รั", "น"] +["รา", "ฟ"] +["พุ", "ด"] +["อื่น", "ๆ"] +["สุ", "พรรณ"] +["ปั่นจักร", "ยาน"] +["แผ", "ง"] +["ค", "ลาน"] +["ลิ้น", "ชัก"] +["คอต", "ตอน"] +["สุ", "ขุม"] +["เหรียญหลวง", "ปู่"] +["บี", "ที"] +["ป", "ริม"] +["ใน", "หลวง"] +["สุขุม", "วิท"] +["ยืด", "แขน"] +["ตั", "ล"] +["แห", "ลม"] +["โพ", "ธิ์"] +["เอี๊", "ยม"] +["อ้", "วน"] +["ริ", "ญ"] +["วั", "ฒ"] +["ภา", "ค"] +["มิ", "น"] +["แม็ก", "ซ์"] +["ลิ", "ป"] +["เจี", "ย"] +["ซิ", "น"] +["พ", "อ"] +["บ", "อย"] +["จี", "บ"] +["มา", "ณ"] +["เฮา", "ส์"] +["ชี", "วิต"] +["ค", "ง"] +["อง", "ศา"] +["ร", "อน"] +["บาด", "อ"] +["มาส", "ด้า"] +["บริ", "ด"] +["ก", "รัม"] +["พ", "ลี"] +["วิท", "ยา"] +["โห", "ล"] +["เศ", "รษ"] +["เอ", "ส"] +["ลา", "บาดอ"] +["ซู", "ซุ"] +["ข", "วา"] +["บุ", "ค"] +["เทิ", "ร์น"] +["มู", "ล"] +["ซั", "น"] +["ฮาร์ด", "ดิส"] +["เจ", "ริญ"] +["รี", "ส"] +["ศิ", "ล"] +["โค", "น"] +["ทา", "ว"] +["ช่", "วย"] +["วา", "ส"] +["โช้", "ค"] +["ริ", "น"] +["กิ่", "ง"] +["อา", "จารย์"] +["คา", "บู"] +["สัง", "กะ"] +["เกษ", "ม"] +["ชุ", "บ"] +["รั่", "ง"] +["เสื้อ", "ยืดแขน"] +["ส", "ต๊"] +["เลื่", "อย"] +["เอ", "นก"] +["แล", "นด์"] +["ปู", "น"] +["หม", "อ"] +["หิ้", "ว"] +["คิ", "ตตี้"] +["สะ", "ด"] +["ยุ", "ง"] +["พ่", "วง"] +["ก", "วน"] +["อัล", "เซ"] +["กระ", "ทะ"] +["สำ", "อา"] +["สมั", "ย"] +["ห่", "วง"] +["เฉ", "ลิม"] +["ปี", "ก"] +["ป๋", "อง"] +["ฉ", "ลอง"] +["สะด", "วก"] +["สังกะ", "สี"] +["ทั", "ย"] +["ส", "เว"] +["ด", "อน"] +["ไล", "ท์"] +["ส", "โตน"] +["ล", "พ"] +["ดา", "ส"] +["ฮิ", "ต"] +["ร้าน", "อา"] +["ป", "ลุก"] +["มาก", "กก"] +["ธ", "ง"] +["ไก", "ล"] +["จ", "ร้า"] +["เจ", "ดี"] +["ด้า", "ม"] +["ฟิ", "ต"] +["มิ", "ค"] +["อก", "วย"] +["บีที", "ยู"] +["ร้านอา", "หาร"] +["บิ", "ชิ"] +["อิตา", "ลี"] +["พ่", "อกวย"] +["มา", "ร"] +["ว", "อ"] +["ก", "ริ๊"] +["แจ", "กัน"] +["สุ", "วรรณ"] +["ปา", "น"] +["น", "ว"] +["ปั้", "น"] +["พ", "ลัง"] +["พี", "ช"] +["ส", "ไล"] +["นา", "ย"] +["ห", "นุ่ม"] +["ท", "อด"] +["รองเท้าฟุต", "บอล"] +["สู", "ตร"] +["บิ๊", "ก"] +["ธ", "ยา"] +["เชี", "ยน"] +["สา", "ด"] +["ผั", "ก"] +["เพิ่", "ง"] +["ล้", "อม"] +["พ", "นัก"] +["ห", "ลา"] +["บรร", "ทุก"] +["พู", "น"] +["พ", "ล"] +["แพ็", "ค"] +["ซู", "ม"] +["ปริม", "ณฑล"] +["ดื่", "ม"] +["ลุม", "พิ"] +["คร", "อส"] +["ได", "ร์"] +["อ", "อมสิน"] +["รถ", "มอเตอร์"] +["ลุมพิ", "นี"] +["ยู", "นิ"] +["ราย", "การ"] +["กระ", "ป๋อง"] +["อ", "ยุ"] +["ป้", "อน"] +["แฟน", "ซี"] +["วั", "ติ"] +["สมา", "ร์ท"] +["เจดี", "ย์"] +["อี", "ซูซุ"] +["กรุงเทพ", "ฯ"] +["รุ", "ง"] +["พ", "ริ"] +["กาญจ", "นา"] +["ก", "ซี่"] +["ซ", "อ"] +["ผ้า", "ชี"] +["ยา", "ม"] +["ชา", "ม"] +["เมื่", "อ"] +["ค", "อร์"] +["ไซบี", "เรีย"] +["เตี้", "ย"] +["อา", "น"] +["จร", "ปิด"] +["เส", "มา"] +["อา", "ร์ม"] +["จิ", "ตร"] +["เลื", "อด"] +["สตา", "ท"] +["แค", "น"] +["วง", "จรปิด"] +["แถ", "บ"] +["เล", "เซอร์"] +["พระ", "พิ"] +["ผ้าชี", "ฟอง"] +["นู", "โว"] +["เปี", "ย"] +["สด", "ใส"] +["พ่", "น"] +["หล่อ", "ๆ"] +["ค", "ละ"] +["ซี", "ดี"] +["ซิ", "ลิ"] +["สิ", "บ"] +["เก๋", "ๆ"] +["ส", "วัส"] +["ลายส", "ก็อต"] +["คั", "ด"] +["เช", "ฟ"] +["โย", "ก"] +["ดิ", "ดาส"] +["ห", "ก"] +["รั", "ล"] +["ก", "ซ์"] +["แจ้", "ง"] +["ความ", "จุ"] +["ไท", "ร"] +["หมา", "ย"] +["หา", "ด"] +["อยุ", "ธยา"] +["ไซบี", "เรียน"] +["พา", "รา"] +["ฟิ", "ล"] +["ขน", "สั้น"] +["พา", "ว"] +["ห", "ยอด"] +["ซีท", "รู"] +["เซ", "นต์"] +["เบน", "ซิน"] +["ก", "ง"] +["โปร", "โม"] +["ยึ", "ด"] +["ส่", "อง"] +["ส", "ร"] +["พัน", "ธ์"] +["พา", "ส"] +["โค", "ล"] +["รา", "ตรี"] +["คาร์", "บอน"] +["หน่", "อย"] +["ลิ", "นิน"] +["เฉ", "พาะ"] +["ห", "วัน"] +["ฉา", "ย"] +["ใส่", "เครื่อง"] +["ส", "ปา"] +["ตา", "ก"] +["ๆ", "เลย"] +["แจ", "ก"] +["เกื", "อบ"] +["ตั", "งค์"] +["ม่", "อน"] +["สัญญา", "ณ"] +["คริส", "ตัล"] +["ซา", "ก"] +["อุ้", "ม"] +["ยาน", "เสือ"] +["กล้อง", "วงจรปิด"] +["คุ", "ย"] +["ลิ", "ค"] +["ซิ", "ล"] +["เพ", "ราะ"] +["ริ้", "ง"] +["คั", "พ"] +["บั้", "ม"] +["บั", "ญ"] +["ด", "ง"] +["เปอร์เซ็", "น"] +["เล", "น"] +["วี", "ดี"] +["อร์", "ท"] +["สิ", "ริ"] +["มอ", "ไซค์"] +["ผึ้", "ง"] +["โฉ", "นด"] +["แม", "ค"] +["จู", "น"] +["สมุ", "ด"] +["ประ", "วัติ"] +["พระ", "ชน"] +["ติ", "ช"] +["สเว", "ตเตอร์"] +["ตะเกี", "ยง"] +["แค", "ป"] +["โกล", "เด้น"] +["ค", "วัน"] +["ก", "ร้า"] +["สต๊", "อก"] +["หลวง", "พ่อกวย"] +["จั", "นทร์"] +["ธุ", "ร"] +["ข่า", "ย"] +["วั", "ล"] +["ซิ่", "ง"] +["กะ", "ทะ"] +["อัล", "บั้ม"] +["จักร", "ยานเสือ"] +["เน", "ศ"] +["แฟ", "ล"] +["ล", "วด"] +["มิตซู", "บิชิ"] +["เก", "ต"] +["เท", "อร์"] +["โปรโม", "ชั่น"] +["สมุ", "ทร"] +["พา", "นา"] +["พ", "ยา"] +["เครื่อง", "ออกกำลังกาย"] +["โน้ต", "บุ๊ค"] +["เฟ", "ค"] +["ยืด", "คอกลม"] +["ปา", "ง"] +["เฟ", "ส"] +["ส", "ก็อต"] +["มุ้", "ง"] +["ทั", "ช"] +["ฮู", "ด"] +["เกี", "ยร"] +["ผสม", "อัลเซ"] +["ต้", "ม"] +["จั", "นท"] +["ชี", "ท"] +["ฝ", "รั่ง"] +["ฉา", "ก"] +["น", "ตรี"] +["เก", "ล้า"] +["คา", "รา"] +["เสา", "ร์"] +["ๆ", "ไม่"] +["โค้", "ง"] +["ก", "บ"] +["กิ๊", "ก"] +["ห", "วาย"] +["ๆ", "ราคา"] +["เม", "อร์"] +["ถ", "ม"] +["แป", "รง"] +["ทาวน์", "เฮาส์"] +["ซิลิ", "โคน"] +["จักรยานเสือ", "หมอบ"] +["รองเท้าคั", "ชชู"] +["พ", "ราง"] +["อป", "ก"] +["เดี", "ย"] +["เพ", "ลิง"] +["เสื้อ", "ยืดคอกลม"] +["ตร", "ม"] +["เนี", "ยน"] +["ยั", "กษ์"] +["บ", "ล็อก"] +["ดั้", "ม"] +["ซิ", "ตี้"] +["ส", "ติ๊"] +["เล็", "บ"] +["เอ็", "ม"] +["ขา", "ม"] +["ชี", "พ"] +["เท้า", "บูท"] +["ฟ", "อร์ด"] +["เซรา", "มิค"] +["ส่ง", "ค่ะ"] +["มิก", "กี้"] +["ฆ", "เนศ"] +["ป", "รี"] +["รอง", "เท้าบูท"] +["ค", "เตอร์"] +["พาว", "เวอร์"] +["กา", "ว"] +["เจี", "ยร"] +["เส", "ก"] +["ปิ่", "น"] +["อ", "นุ"] +["สะพา", "น"] +["แท", "ก"] +["ป", "ฐ"] +["ประ", "ชา"] +["แท", "น"] +["ห", "มาก"] +["ศ", "น์"] +["กริ", "บ"] +["ป", "เตอร์"] +["ฟ", "ท์"] +["เม", "ม"] +["ชิ", "ว"] +["สัม", "ผั"] +["เน็", "ต"] +["เท่", "ห์"] +["ไฮ", "บริด"] +["โปร่ง", "ไฟ"] +["รา", "ชิ"] +["ศุ", "ข"] +["ลำ", "พูน"] +["ย", "สาร"] +["นท", "รัล"] +["ส", "อ"] +["ป", "ริ"] +["กิ้", "ก"] +["โค", "ตร"] +["สัมผั", "ส"] +["มา", "น"] +["จักรยานพับ", "ได้"] +["วิล", "ล์"] +["เร", "ด"] +["โปร่งไฟ", "ฟ้า"] +["ประ", "แจ"] +["ร", "ว"] +["อ", "ยาก"] +["พฤ", "กษา"] +["ติ", "น"] +["นิต", "ยสาร"] +["แพ", "ค"] +["ธา", "ตุ"] +["สบาย", "ๆ"] +["กระ", "แทก"] +["เห", "ล้า"] +["จั", "ก"] +["สั", "บ"] +["ลี", "วาย"] +["ข้า", "ม"] +["ป", "ลูก"] +["บาง", "นา"] +["กระ", "ห"] +["บา", "ส"] +["ฟิ", "ก"] +["วา", "ระ"] +["เศรษ", "ฐี"] +["ออ", "เดอร์"] +["ส", "ยาม"] +["บา", "ก"] +["ใน", "รถ"] +["เปีย", "โน"] +["ซิ่", "น"] +["ค", "รัช"] +["ราชิ", "นี"] +["ต่าง", "ๆ"] +["เค", "รือ"] +["ป", "ฏิ"] +["พุทธ", "ชิน"] +["เป", "อ"] +["เกี", "ย"] +["ตา", "หลวง"] +["เสี", "ยบ"] +["ช้", "อป"] +["เห", "นื"] +["อินท", "รา"] +["เว", "ล"] +["เลิ", "ฟ"] +["นน", "วล"] +["เลี้", "ยว"] +["ส", "น"] +["จา", "ย"] +["ห", "นุ"] +["ฝา", "ก"] +["กุ", "หลา"] +["มั", "ส"] +["เพ", "ลา"] +["ด", "นตรี"] +["ต", "ตา"] +["กอ", "อมสิน"] +["ป", "ลั๊"] +["บรร", "จุ"] +["เม", "นู"] +["แฝ", "ด"] +["ยื", "น"] +["วง", "ศ์"] +["ส", "ก๊อต"] +["แต", "ง"] +["ก", "ษั"] +["ทิ", "ศ"] +["ขุ", "ด"] +["กุหลา", "บ"] +["หล", "ง"] +["แม", "นนวล"] +["นิ", "ก"] +["คอนโด", "มิ"] +["ต", "อง"] +["ปิด", "ตาหลวง"] +["ล", "อน"] +["แอ", "ม"] +["ฟ", "ริ้ง"] +["ธุร", "กิจ"] +["ล้", "วน"] +["เด้", "ง"] +["ย่า", "น"] +["เข", "ต"] +["เร", "น"] +["ห", "อย"] +["ม", "อน"] +["ป", "ร"] +["แก", "รม"] +["นน", "ท"] +["เพื่อ", "สุข"] +["รน", "ด์"] +["หลัง", "เบร"] +["ยืด", "แท้"] +["ฟ", "รุ้ง"] +["ค", "ลั"] +["ริ", "ย์"] +["ศั", "ก"] +["เสื้อ", "ยืดแท้"] +["อเมริ", "กัน"] +["เพื่อสุข", "ภาพ"] +["สมั", "คร"] +["บริ", "หาร"] +["พุทธชิน", "ราช"] +["แฮ", "น"] +["สติ๊", "กเกอร์"] +["ฟั", "น"] +["พริ", "ก"] +["คิ้", "ว"] +["เหมา", "ๆ"] +["ผสมอัลเซ", "เชียน"] +["รู", "ด"] +["ท้า", "ว"] +["ลื่น", "ๆ"] +["ทุ", "ม"] +["ร่", "อง"] +["เมน", "บอร์ด"] +["ชื่", "อ"] +["เฟื", "อง"] +["ส", "นิม"] +["นิ", "ล"] +["แข", "ก"] +["ปลั๊", "ก"] +["ลิ่", "น"] +["ลุ", "ย"] +["ปฐ", "ม"] +["ยั", "น"] +["ชัด", "หลังเบร"] +["ชัดหลังเบร", "อ"] +["หน้า", "ชัดหลังเบรอ"] +["เอฟ", "เฟค"] +["เกิ้", "ล"] +["ส", "วรร"] +["ห", "อ"] +["ชั", "ตเตอร์"] +["ซุป", "เปอร์"] +["ส", "กู"] +["อั", "ก"] +["สี", "บ"] +["คอนโดมิ", "เนียม"] +["เล", "ค"] +["รัก", "ษ์"] +["น้ำ", "ร้อน"] +["พัฒนา", "การ"] +["ดี", "แม็ก"] +["กระเป๋า", "ตังค์"] +["ห", "ยด"] +["สูท", "ขา"] +["ดิ", "บ"] +["เรี", "ยง"] +["ฟรุ้ง", "ฟริ้ง"] +["ค่", "อย"] +["เหนื", "อ"] +["วิ", "ค"] +["บาง", "ใหญ่"] +["ด็", "จ"] +["เต็", "นท์"] +["กระ", "จัง"] +["ตะ", "กร้า"] +["กระห", "น่ำ"] +["ช", "อบ"] +["พระพิ", "ฆเนศ"] +["พฤ", "กษ์"] +["จุ", "ก"] +["ดา", "บ"] +["สำ", "รอง"] +["ด็", "อก"] +["ลึ", "ง"] +["พ", "ลาด"] +["แจ่", "ม"] +["คุ", "ม"] +["ชั่", "ว"] +["ผื", "น"] +["ช้", "อน"] +["ช็", "อป"] +["กั", "ส"] +["ๆ", "สวย"] +["กะ", "บะ"] +["พระ", "พุทธชินราช"] +["บัญ", "ชี"] +["กระเป๋า", "ตัง"] +["แฟล", "ช"] +["สิ่", "ง"] +["ผสม", "ลาบาดอ"] +["เม", "อ"] +["แก", "รง"] +["ต", "ระ"] +["ร่า", "ง"] +["สุ", "โข"] +["ก", "ลิ่น"] +["ต", "ย์"] +["รีส", "อร์ท"] +["ล้", "วย"] +["เกษ", "ตร"] +["บี", "บี"] +["สะ", "เก็ต"] +["สวรร", "ค์"] +["ลี", "ก"] +["ป", "อง"] +["สุโข", "ทัย"] +["บั", "ด"] +["ถา", "ง"] +["โม", "ง"] +["กิ้", "ง"] +["โก", "เด้น"] +["แฮ", "ร์"] +["ท", "รู"] +["หง", "ส์"] +["มะ", "ขาม"] +["เป", "ลื"] +["ล", "ด์"] +["โด", "น"] +["กระปุ", "ก"] +["นนท", "บุรี"] +["เกรด", "พรี"] +["ป้", "อง"] +["ร์", "ต"] +["ล้", "ม"] +["เส", "ร็"] +["ผสม", "ไซบีเรีย"] +["อุ", "ณ"] +["ลัก", "ษ"] +["คอ", "ส"] +["เม", "ด"] +["ลา", "ภ"] +["กระ", "ถาง"] +["เอื้", "อ"] +["เสร็", "จ"] +["ป", "ทุม"] +["อึ", "ด"] +["บ", "น้ำ"] +["ประ", "จำ"] +["ไอ", "แพ"] +["พั", "ส"] +["ฮ่", "อง"] +["เส", "ด็จ"] +["แน", "ล"] +["ม", "ณี"] +["ฟ", "อร์"] +["โซ", "ล่า"] +["เรื", "อง"] +["อี้", "ไม้"] +["ศัก", "ดิ์"] +["โคล", "น"] +["กาญจนา", "ภิเษก"] +["ง", "ๆ"] +["รั", "ส"] +["กระดา", "น"] +["อา", "ทิ"] +["ฉั", "ตร"] +["เม้า", "ส์"] +["วั", "ย"] +["กษั", "ต"] +["เก", "ลี"] +["แก๊", "ป"] +["เอี้", "ยม"] +["โฟ", "ม"] +["อิ", "ฐ"] +["ง", "ข้าว"] +["เก้า", "อี้ไม้"] +["แม๊", "ก"] +["ยูนิ", "โค"] +["เท", "รา"] +["แซ", "ก"] +["ริ", "ด"] +["รองเท้าหนัง", "แท้"] +["มะ", "พร้าว"] +["เซล", "ล์"] +["ศึ", "กษา"] +["แน่น", "ๆ"] +["ซู", "ซู"] +["เฟ", "รน"] +["รัน", "ตี"] +["ค้า", "ง"] +["เซ็", "นทรัล"] +["ยิ", "ง"] +["ห", "รี่"] +["ค", "อย"] +["สำหรับ", "ผู้"] +["ทึ", "ก"] +["ม", "ด"] +["ส", "กู๊"] +["ก๋", "วย"] +["บั", "ค"] +["ฉะ", "เชิง"] +["จูน", "เนอร์"] +["กุ", "ล"] +["อา", "ทร"] +["แอ", "นด์"] +["ป", "รุง"] +["ฉะเชิง", "เทรา"] +["ส", "รร"] +["ส", "ลิง"] +["แช", "มป์"] +["บาง", "แสน"] +["สำอา", "ง"] +["สไล", "ด์"] +["คู", "โบ"] +["เค้", "ก"] +["หี", "บ"] +["แพ", "ท"] +["โต", "ชิ"] +["ไห", "น"] +["นอน", "เด็ก"] +["โพ", "ก"] +["หิ", "มะ"] +["ร่", "วง"] +["ล", "อก"] +["เท่", "ๆ"] +["รถมอเตอร์", "ไซค์"] +["ไต", "ร"] +["ตะ", "วัน"] +["เค", "รื"] +["เวี", "ยน"] +["อุ", "ต"] +["เน", "ค"] +["หาร", "ไร่"] +["นา", "โน"] +["สม", "บัติ"] +["ตะ", "แกรง"] +["เที", "ยบ"] +["อะ", "ไร"] +["เตี๋", "ยว"] +["กริ๊", "บ"] +["พุด", "เดิ้"] +["ขาย", "จักร"] +["เบี้", "ย"] +["กษัต", "ริย์"] +["ว", "อล"] +["ยูนิโค", "ล่"] +["มิ", "ตร"] +["โอ", "เวอร์"] +["สนใจ", "สอบ"] +["ลั่", "น"] +["ทั", "ล"] +["เน้", "น"] +["คูโบ", "ต้า"] +["เด็ก", "ผู้"] +["ครู", "บา"] +["เต", "รีย"] +["ห", "ภูมิ"] +["สวย", "ๆราคา"] +["ร", "ช"] +["ไช", "โย"] +["สนใจสอบ", "ถาม"] +["วิ", "ส"] +["พาส", "เทล"] +["เล", "ท"] +["ล", "อ"] +["นั", "บ"] +["ส", "ง"] +["ท", "ธิ"] +["สั", "ป"] +["โด", "เร"] +["ดั", "ด"] +["สวัส", "ดี"] +["อ", "ดิดาส"] +["ทึ", "บ"] +["ม", "อง"] +["ฟ", "อ"] +["กั๊", "ก"] +["และ", "ตัว"] +["ป", "ณ์"] +["ทั", "ศน์"] +["ราคา", "สุด"] +["ก", "ราฟ"] +["แส", "ดง"] +["วิ", "บาก"] +["ส", "ลิป"] +["ไห", "ล"] +["รัช", "ดา"] +["แม", "ท"] +["พู", "ล"] +["ป", "ลีก"] +["บัน", "ทึก"] +["เกลี", "ยว"] +["เลิ", "ก"] +["ล", "บ"] +["บ", "ล็อค"] +["ไอ", "ดี"] +["สาย", "สะพาย"] +["ตะ", "ขอ"] +["เบ็", "ด"] +["จ", "ระ"] +["เก", "ร๋"] +["ด่วน", "ๆ"] +["ซูซู", "กิ"] +["กษา", "ปณ์"] +["คั", "ม"] +["ส", "ตู"] +["อุณ", "หภูมิ"] +["อำ", "เภ"] +["ดิน", "สอ"] +["เครื่อง", "ปริ้น"] +["ไอแพ", "ด"] +["สีบ", "รอน"] +["ดู", "แล"] +["โซ", "นี่"] +["เบี", "ยร์"] +["อิน", "เดีย"] +["เวี", "ยด"] +["จระ", "เข้"] +["แม", "ก"] +["รก", "ต"] +["ทะ", "ลุ"] +["สา", "ห"] +["ขาย", "ได้"] +["ใช้", "ไฟ"] +["กรุ", "วัด"] +["ค", "ล้า"] +["ยืด", "สี"] +["ส่ง", "ลง"] +["ก", "อง"] +["พระชน", "ม"] +["ป", "ลด"] +["โก", "ดัง"] +["ก", "รี"] +["กั", "ง"] +["ใหม่", "ยัง"] +["จันท", "บุรี"] +["เวียด", "นาม"] +["เศี", "ยร"] +["ชั่ว", "โมง"] +["แบ", "ด"] +["ลูก", "กา"] +["ปรา", "การ"] +["เจีย", "ระ"] +["รว", "จ"] +["เศษ", "ทองคำแท้"] +["หุ", "งข้าว"] +["ขัด", "เงา"] +["มิ", "ช"] +["ย้", "อม"] +["ย", "เตอร์"] +["บ", "วม"] +["วิ", "ชา"] +["พระชนม", "พรรษา"] +["เจียระ", "ไน"] +["ก", "เก็ต"] +["ก๋วย", "เตี๋ยว"] +["ลำ", "ลูกกา"] +["แห", "ง"] +["ชุม", "พร"] +["เว", "ย์"] +["ดั", "ม"] +["ส่งลง", "ทะเบียน"] +["ง่", "อน"] +["จิ", "ก"] +["สวย", "ไร้"] +["คอ", "เต่า"] +["โปร", "เจ"] +["เปอร์", "เซนต์"] +["รุ", "ป"] +["เสื้อ", "ผู้"] +["นิ่ม", "ๆ"] +["กัน", "น๊"] +["เทน", "นิส"] +["เครื", "อง"] +["อาทิ", "ตย์"] +["แก็", "ส"] +["โพ", "ลี"] +["ก้", "น"] +["เกรดพรี", "เมี่ยม"] +["เหรียญหลวงพ่อ", "คูณ"] +["งาน", "ผ้า"] +["ขี", "ด"] +["ท", "ด"] +["ธิ", "น"] +["ก๋", "อย"] +["แคน", "วาส"] +["ฝึ", "ก"] +["ส", "ลับ"] +["ชิ", "ง"] +["โม", "เดิ"] +["ไพ", "ร"] +["พุดเดิ้", "ล"] +["กุ", "มาร"] +["อำเภ", "อ"] +["ฮ่อง", "กง"] +["กุ้", "ง"] +["ดึ", "ง"] +["ใหม่ยัง", "ไม่"] +["ลักษ", "ณ์"] +["โย", "ธิน"] +["บิ", "ด"] +["ชา", "ว"] +["บ๊", "อก"] +["โปร", "แกรม"] +["ซิ", "งค์"] +["ดั", "ก"] +["พยา", "บาล"] +["ชั", "น"] +["ส", "ว่าง"] +["หม้อ", "หุงข้าว"] +["เชื้", "อ"] +["ดา", "น"] +["หมวก", "กันน๊"] +["ชั", "บ"] +["พิ", "ท"] +["ตรา", "ด"] +["แค", "ม"] +["อา", "บน้ำ"] +["ริ", "ส"] +["มั", "ล"] +["ท้", "อป"] +["ตรว", "จ"] +["จ", "รร"] +["ก", "รีน"] +["นาฬิกา", "ผู้"] +["รัก", "ษา"] +["หน้าชัดหลังเบรอ", "ได้"] +["ทู", "โทน"] +["ท", "ชู"] +["ฟู", "ก"] +["บ", "ล"] +["มี", "ที่"] +["ช", "ชี่"] +["ใบ", "ละ"] +["ทิ้", "ง"] +["สมุทร", "ปราการ"] +["ร็", "อด"] +["ย่", "อม"] +["กำ", "ไร"] +["เก", "จิ"] +["ก็", "ได้"] +["เลี่", "ยน"] +["เบิ", "ร์ด"] +["ตั", "ส"] +["คล้า", "ย"] +["มาก", "ก"] +["สื่", "อ"] +["โป่", "ง"] +["แบ", "ล็"] +["สถา", "นี"] +["จ", "อบ"] +["คำ", "แหง"] +["อัก", "ษ"] +["ก", "ริ้"] +["รี", "ย์"] +["อ่าง", "ล้าง"] +["ส", "วิท"] +["แซ", "ม"] +["แด", "ปเตอร์"] +["เตา", "ปิ้ง"] +["พระ", "ปิดตาหลวง"] +["พลี", "ท"] +["ปั", "จ"] +["ปั", "น"] +["เลนส์", "มือ"] +["ห้", "วย"] +["ขาย", "เป็น"] +["ริ", "ยะ"] +["ซา", "ติน"] +["สิ", "ก"] +["ห", "ลาก"] +["คู่", "ละ"] +["ค่า", "จัด"] +["พิ", "ษ"] +["รถ", "บัง"] +["นคร", "ปฐม"] +["ห้า", "ม"] +["ยุ", "ท"] +["ราม", "คำแหง"] +["แบ", "ค"] +["ด้า", "ย"] +["พ", "อง"] +["ห", "ลุม"] +["ฟา", "ร์ม"] +["สระ", "ว่ายน้ำ"] +["เล", "อ"] +["ขั้", "น"] +["กั่", "ว"] +["เป้", "สะพาย"] +["เร", "ซิ่น"] +["ส", "นุ"] +["สะ", "โพก"] +["จรร", "ย์"] +["ตี", "น"] +["ระ", "ยะ"] +["บู", "ร"] +["ตา", "ชิ"] +["รี", "บ"] +["ปล", "อด"] +["ท้าว", "เวส"] +["รถบัง", "คับ"] +["โร", "ส"] +["เค", "รน"] +["รุ่", "ง"] +["โห", "ลด"] +["โท", "มัส"] +["ล๊", "อค"] +["ทัวร์", "ริ่ง"] +["ปอม", "เมอ"] +["นู", "น"] +["เส", "น่"] +["ไก", "ร"] +["หม", "วด"] +["จุ", "ฬา"] +["บุ", "หรี่"] +["โมเดิ", "ร์น"] +["ตำ", "รวจ"] +["กำ", "จัด"] +["กริ", "ป"] +["บริ", "สโตน"] +["เเร", "ง"] +["ข", "ออ"] +["ขายจักร", "ยาน"] +["อุด", "ม"] +["บ้าน", "แฝด"] +["ลุ", "ค"] +["อุปกรณ์", "แท้"] +["ตะ", "กั่ว"] +["เอ็", "ก"] +["เล", "ย์"] +["ก", "ล้วย"] +["กา", "รันตี"] +["เน", "ส"] +["ปิ", "ง"] +["ก๊", "อก"] +["แบ", "ริ่ง"] +["ละ", "หารไร่"] +["อักษ", "ร"] +["ด", "รา"] +["เกี่", "ยว"] +["เม", "ทัล"] +["ส", "กี"] +["แก่", "น"] +["ปอมเมอ", "เร"] +["พา", "ย"] +["ออฟ", "ฟิ"] +["และตัว", "เมีย"] +["ฮิ", "ตาชิ"] +["วัด", "ละหารไร่"] +["พ", "ราย"] +["เตรีย", "ม"] +["เจ", "ล"] +["โฟ", "ล์"] +["มะ", "ค่า"] +["พานา", "โซนิค"] +["เร่", "ง"] +["วา", "ฬ"] +["ชิวาวา", "ขน"] +["กุ", "ชชี่"] +["ผู้", "และตัวเมีย"] +["ตัว", "ผู้และตัวเมีย"] +["เชี่", "ยน"] +["เบ", "นซ์"] +["ตัว", "เดียว"] +["ยั", "บ"] +["ตุ้", "ม"] +["โช็", "ค"] +["ร่", "วม"] +["ฤ", "ทธิ์"] +["แร็", "ค"] +["สกรีน", "ลาย"] +["กระจ", "กม"] +["แล้ว", "จัด"] +["สาห", "กรรม"] +["ข", "วาง"] +["ห", "รา"] +["บ", "วก"] +["ฟู", "จิ"] +["ป่", "วย"] +["โฮม", "เธี"] +["เห", "ตุ"] +["ใส่", "ออก"] +["คลั", "ช"] +["เซี", "ยน"] +["พิ", "จิตร"] +["ผิ", "ด"] +["เนค", "ไท"] +["หุ้", "น"] +["เพ", "ดาน"] +["แล้วจัด", "ส่ง"] +["ถ", "วาย"] +["เซรา", "มิก"] +["ปทุม", "ธานี"] +["ส", "ลิม"] +["ค", "รอง"] +["มา", "ตร"] +["ประ", "ปา"] +["จอง", "แล้ว"] +["รุ", "ษ"] +["โปรเจ", "คเตอร์"] +["ษั", "ท"] +["พ", "หล"] +["คารา", "โอ"] +["ปิ", "ค"] +["รง", "ค์"] +["วัคซีน", "แล้วจัดส่ง"] +["หุ", "น"] +["พา", "ร์ค"] +["ดิ่", "ง"] +["จ้า", "ง"] +["เต่า", "หลวง"] +["ยาว", "ผ้า"] +["ฤา", "ษี"] +["นุ", "ช"] +["ซุป", "ตาร์"] +["ลิ", "ก"] +["มา", "ย"] +["กะรัต", "น์"] +["แต่ง", "งาน"] +["ไต้", "หวัน"] +["ยาง", "มือ"] +["เบ", "ญจ"] +["เซ็", "กซี่"] +["เกียร", "ติ"] +["บริ", "ษัท"] +["ยาว", "ลาย"] +["เพชร", "เกษม"] +["บา", "ร"] +["ปา", "ร์"] +["ห", "วี"] +["เท", "ริน"] +["เศ", "ส"] +["ศา", "ลา"] +["ล้าง", "สต๊อก"] +["คี", "บ"] +["ออน", "ไลน์"] +["เทอร์", "โบ"] +["นิ", "ท"] +["โน๊ต", "บุค"] +["โค้", "ก"] +["กริ้", "บ"] +["ไบ", "ค์"] +["ลา", "ว"] +["โฟ", "กัส"] +["เชี", "ย"] +["สนใจ", "ติด"] +["ศ", "จรรย์"] +["คาราโอ", "เกะ"] +["ขาย", "แม็ก"] +["ที", "คัพ"] +["แด", "น"] +["สนใจสอบถาม", "ได้"] +["ปาก", "น้ำ"] +["ไท", "เท"] +["มุ", "ด"] +["น็", "อต"] +["แต่ง", "กระดุม"] +["อุต", "สาหกรรม"] +["รถ", "ป๊"] +["กะ", "ไหล่"] +["หนุ", "มาน"] +["มา", "ร์"] +["สแต", "น"] +["เกี", "ยว"] +["ท้าวเวส", "สุวรรณ"] +["เล็ก", "ๆ"] +["ล", "ป"] +["ชิวาวาขน", "ยาว"] +["กระจกม", "อง"] +["ปปี้", "ไอ"] +["โน็", "ต"] +["แสต", "นเลส"] +["เผื", "อก"] +["เด่", "น"] +["ไช", "ส์"] +["เค", "ราะ"] +["ศิล", "ปะ"] +["ต", "ร์"] +["ญี่ปุ่น", "มือ"] +["สถา", "น"] +["สลิป", "ออน"] +["สนใจติด", "ต่อ"] +["อา", "ร์"] +["น", "อ"] +["พู", "ด"] +["อิ", "ม"] +["ลู", "มิ"] +["กิ", "โลก"] +["ได้", "เยอะ"] +["ฝรั่ง", "เศส"] +["ผสม", "ร็อด"] +["วิทยา", "ลัย"] +["แป้", "น"] +["เป็น", "ของ"] +["ช็", "อค"] +["หรู", "หรา"] +["ทุ่", "ง"] +["โร", "ตา"] +["กา", "หลง"] +["รุ่", "น"] +["ไท", "เกอร์"] +["เครื่อง", "คิด"] +["มาตร", "ฐาน"] +["กิโลก", "รัม"] +["มา", "บ"] +["เพี", "ยบ"] +["ตัว", "ต่อ"] +["บัตร", "ที่"] +["ช", "นะ"] +["ชา", "แนล"] +["กระ", "ชับ"] +["ร้า", "ย"] +["จ", "ตุ"] +["ยืด", "ลาย"] +["ผสม", "บาง"] +["หุ่น", "ยนต์"] +["เคราะ", "ห์"] +["พี", "ยู"] +["อา", "ชีพ"] +["ออโต้", "แมนนวล"] +["มิช", "ลิน"] +["เล", "โก้"] +["โค้", "ช"] +["เจ้า", "สั"] +["มี", "ซิป"] +["หั", "ศจรรย์"] +["มั", "ย"] +["พัน", "โล"] +["ค่า", "ย"] +["บาท", "เท่า"] +["ค", "วร"] +["นุ", "ญา"] +["อั", "จ"] +["วั", "ก"] +["เลื่", "อม"] +["ขาย", "ปอม"] +["ศ", "รีน"] +["ผสมบาง", "แก้ว"] +["ค", "วง"] +["รม", "ดำ"] +["เสื้อยืดแขน", "ยาว"] +["ณ", "ฑ์"] +["นิค", "ม"] +["ออฟฟิ", "ศ"] +["หมวกกันน๊", "อค"] +["เปิ้", "ล"] +["กระ", "สอบ"] +["อค", "น"] +["มี", "กัน"] +["ปลา", "วาฬ"] +["กระเป๋า", "คล้อง"] +["เร", "ศ"] +["เเด", "ง"] +["คู", "หา"] +["สุ", "ภาพ"] +["บลู", "ลี่"] +["คอ", "ล"] +["ยาน", "ยนต์"] +["ๆ", "ใช้"] +["ไพ", "ลิน"] +["พ", "ริ้ว"] +["ข", "อน"] +["กร", "ร"] +["เจ้าสั", "ว"] +["ประ", "ดู่"] +["อัล", "ติส"] +["จิ๊", "ก"] +["สาว", "ๆ"] +["ยัง", "ใหม่"] +["ขออ", "นุญา"] +["เนื้", "อน"] +["ซี", "วิค"] +["เเข", "น"] +["สาย", "ยาว"] +["ยืด", "ห"] +["แท้", "ทั้ง"] +["เสื้อ", "ยืดสี"] +["รา", "ษ"] +["เสื้อยืดแขน", "สั้น"] +["ค", "ราม"] +["น", "บ"] +["ดา", "ด"] +["ผสม", "โกเด้น"] +["เห็", "น"] +["ชิ", "ค"] +["ไข", "ควง"] +["ฉ", "ริยะ"] +["สวิ", "ส"] +["วีดี", "โอ"] +["ผ้า", "ผู้"] +["รอก", "ตก"] +["แอ", "ค"] +["คี", "ม"] +["ปั", "ตตา"] +["ออ", "นิว"] +["ไม้", "เก่า"] +["ส", "ติก"] +["ปาร์", "ตี้"] +["ส", "นิท"] +["มิ่", "ง"] +["ป", "ซ"] +["แก", "ส"] +["กางเกง", "ส"] +["รอกตก", "ปลา"] +["บาร", "มี"] +["ลูมิ", "เนียม"] +["โด", "นั"] +["บ่", "อ"] +["วบ", "อย"] +["เสื้อ", "คอกลม"] +["ทอ", "ลาย"] +["แข่", "ง"] +["แม", "ลง"] +["แว่น", "สาย"] +["เสื้อ", "ผ้าผู้"] +["จิ", "ว"] +["ถ่าย", "น้ำ"] +["รั", "ฐ"] +["อ่อน", "นุช"] +["ครอส", "บอดี้"] +["มัล", "ติ"] +["รัต", "น"] +["รั้", "ว"] +["ธิ", "เบ"] +["กะ", "ลา"] +["ริ", "นทร์"] +["นา", "ที"] +["มอเตอร์", "ไซด์"] +["นัด", "ดู"] +["แว่นสาย", "ตา"] +["หรือ", "แลก"] +["แว", "น"] +["รัส", "เซีย"] +["โรตา", "รี่"] +["คา", "ส"] +["ถ่ายน้ำ", "มัน"] +["เเย", "ก"] +["กึ่", "ง"] +["คา", "วบอย"] +["หั", "ก"] +["คา", "ว"] +["ไข", "ว้"] +["ยัง", "สวย"] +["มิ", "นทร์"] +["พัส", "ดุ"] +["สื่อ", "สาร"] +["กระ", "เช้า"] +["แท", "บ"] +["กิ้", "น"] +["โช๊ค", "หน้า"] +["แอ", "ป"] +["ท๊อป", "สุด"] +["บาทเท่า", "นั้น"] +["ฮี", "ท"] +["ถ่ายน้ำมัน", "เครื่อง"] +["เอ", "น"] +["เบาะ", "รอง"] +["แหวน", "พลอย"] +["สวิ", "ง"] +["เลนส์มือ", "หมุน"] +["ส", "เก็ต"] +["ธา", "น"] +["อัจ", "ฉริยะ"] +["ห่า", "ง"] +["เช", "อร์"] +["ส", "ต็"] +["เดิม", "ไม่"] +["เปลื", "อก"] +["งาน", "ครับ"] +["จั", "ม"] +["นิ", "ร"] +["ขาย", "โต๊ะ"] +["ประ", "มูล"] +["ศรีน", "คริ"] +["ร์", "ฟ"] +["ท", "อย"] +["แล", "น"] +["บี", "เกิ้ล"] +["เพล", "ส"] +["สวยๆราคา", "ถูก"] +["ซ", "อล"] +["หา", "ย"] +["นิน", "จา"] +["บลู", "ด็อก"] +["ดี", "มี"] +["สวย", "น่า"] +["ๆ", "ใหม่"] +["วัฒ", "นะ"] +["ราคา", "เริ่ม"] +["โหล", "ก"] +["ตะเกี", "ยบ"] +["บัตรที่", "ระลึก"] +["เฉลิม", "พระชนมพรรษา"] +["พหล", "โยธิน"] +["น", "อม"] +["ฟั", "ก"] +["ก่", "อ"] +["บ้าน", "ใหม่"] +["เสื้อ", "ยืดลาย"] +["ม", "หัศจรรย์"] +["ส", "วิต"] +["ติด", "ไฟแนนซ์"] +["ยาง", "สวย"] +["ปฏิ", "บัติ"] +["เล็", "ต"] +["นั", "น"] +["ล", "ล์"] +["ว", "อม"] +["เอว", "ยืด"] +["ลพ", "บุรี"] +["ใบ", "รับ"] +["งาน", "มี"] +["ฟรี", "ถึง"] +["ดัม", "เบล"] +["เรี", "ยก"] +["ทรง", "หมอน"] +["เรือน", "ทอง"] +["โฮมเธี", "ยเตอร์"] +["เปื้", "อน"] +["น", "บุรี"] +["ประ", "ทาน"] +["ศ", "พ"] +["ซ่", "อน"] +["สิ้", "น"] +["หนัง", "แก้ว"] +["เปลี่ยน", "ถ่ายน้ำมันเครื่อง"] +["ดี", "วีดี"] +["ใช้ไฟ", "ฟ้า"] +["พ", "ง"] +["ชุบ", "ทอง"] +["ยุ่", "น"] +["นา", "วา"] +["จุ", "บัน"] +["ออโต้แมนนวล", "ได้"] +["ชุด", "ที่"] +["พระ", "ยา"] +["คำ", "ขาว"] +["นิด", "ๆ"] +["มา", "ได้"] +["ย้", "อน"] +["รู้", "ที่"] +["โต๊ะ", "อา"] +["ชุด", "พร้อม"] +["ค", "ราบ"] +["ธน", "บัตรที่ระลึก"] +["โซล่า", "เซลล์"] +["ควา", "ย"] +["ฟิ", "กเกอร์"] +["ล์", "ว"] +["ปริ้น", "เตอร์"] +["สุพรรณ", "บุรี"] +["ปัจ", "จุบัน"] +["ซา", "น"] +["เหลือง", "เก่า"] +["ภา", "ลัย"] +["โฟ", "ลด์"] +["มีกัน", "สั่น"] +["เดรส", "มือ"] +["แท่", "ง"] +["ใน", "ราคา"] +["ศรี", "รา"] +["ปรก", "ติ"] +["ห", "มุด"] +["เขี้", "ยว"] +["บัง", "โคลน"] +["กรร", "ไกร"] +["ศรีรา", "ชา"] +["แอ", "น"] +["ร", "ย์"] +["บุ้", "ค"] +["ทอง", "เหลืองเก่า"] +["เดิม", "ทั้ง"] +["สำ", "ริด"] +["เอ็", "น"] +["ศูนย์", "ตลอด"] +["ผ้า", "ลาย"] +["จาก", "ศูนย์"] +["เลิฟ", "เบิร์ด"] +["ปั", "ญ"] +["ใบ", "เสร็จ"] +["เต็", "ด"] +["เว", "ท"] +["แจ๊", "คเก็ต"] +["มิ", "ติ"] +["แจ็", "ค"] +["ด", "ร"] +["โต๊ะอา", "หาร"] +["ริ", "กา"] +["บั", "ส"] +["เล", "ต"] +["ต", "อบ"] +["สำอา", "งค์"] +["ส่ง", "ฟรีถึง"] +["นา", "ยก"] +["ภู", "เก็ต"] +["ระบบ", "ไฟ"] +["คื", "อ"] +["ต", "รส"] +["ธ", "รร"] +["พร้อม", "ฝา"] +["แช", "ร์"] +["วา", "ล"] +["มาบ", "ตา"] +["งค", "ราม"] +["แพ", "น"] +["เก", "ย์"] +["ษ", "ฐ์"] +["ใช้", "ใน"] +["ม", "อล"] +["มา", "โคร"] +["เก่า", "แท้"] +["เด็กผู้", "หญิง"] +["จาก", "อเมริกา"] +["ศุ", "ภาลัย"] +["โซ", "น"] +["แจ้ง", "วัฒนะ"] +["มาบตา", "พุด"] +["เก่", "ง"] +["ไม้", "แขวน"] +["ดิ", "โอ"] +["เลส", "หลวง"] +["ส", "มุน"] +["รองเท้าคั", "ทชู"] +["เดรส", "คอ"] +["กระเป๋า", "เก็บ"] +["กรุ", "เก่า"] +["ใช้", "งานครับ"] +["ปี", "น"] +["ล", "เลอร์"] +["ข", "อคน"] +["ไม่", "รู้ที่"] +["รอ", "ท"] +["นิร", "ภัย"] +["วา", "ล์ว"] +["ซั", "พ"] +["แค", "ระ"] +["มั่", "นใจ"] +["เนื้อ", "โลหะ"] +["ไว", "ท์"] +["แบบ", "ตั้ง"] +["หก", "ล้อ"] +["เก", "จ"] +["กา", "น้ำ"] +["น่า", "เก็บ"] +["อิตา", "ลี่"] +["ดู", "ของ"] +["ตำ", "นิ"] +["หั", "น"] +["มอ", "ไซ"] +["สนุ", "ก"] +["บ้าน", "ทาวน์"] +["นึ่ง", "ขวด"] +["ผา", "น"] +["ยีน", "ส"] +["เนี", "ย"] +["โม", "บาย"] +["จังห", "วะ"] +["ปิ่น", "โต"] +["ทั", "ว"] +["อิ", "ง"] +["ปิด", "รอบ"] +["วัฒ", "น์"] +["ไฟ", "แช็"] +["ปิดรอบ", "วัน"] +["อี้", "สำนัก"] +["ออเดอร์", "ปิดรอบวัน"] +["ออเดอร์ปิดรอบวัน", "ที่"] +["พรี", "ออเดอร์ปิดรอบวันที่"] +["ฟิ", "น"] +["ค", "วบ"] +["แก", "ร"] +["ออก", "ได้"] +["ณุ", "โลก"] +["ใด", "ๆ"] +["ร้าน", "ค้า"] +["เท้า", "รัด"] +["เสน่", "ห์"] +["เก้า", "อี้สำนัก"] +["ฝั", "ก"] +["ขอน", "แก่น"] +["คอน", "เวิ"] +["ราช", "สมบัติ"] +["กัน", "ลม"] +["เดียว", "ออก"] +["อุปกรณ์แท้", "ครบ"] +["กระ", "ดิ่ง"] +["บั", "ล"] +["ไดร์", "เป่า"] +["ส", "ต์"] +["ค่าจัด", "ส่ง"] +["เเต่", "ง"] +["แท้", "สวย"] +["ต่อ", "ราคา"] +["มี", "พร้อม"] +["ลาย", "ตา"] +["ภาพ", "สูง"] +["ดิส", "เบรค"] +["สี", "สด"] +["ม", "นต์"] +["จักร", "ยานยนต์"] +["นึ่งขวด", "นม"] +["สา", "คร"] +["กา", "ส"] +["วิ", "ธี"] +["มู", "ไร"] +["ทุ", "กระ"] +["ทุ", "เรียน"] +["โดเร", "ม่อน"] +["แห", "นบ"] +["ด", "มือ"] +["ทะเบียน", "ปี"] +["พิษ", "ณุโลก"] +["เนิ", "น"] +["ซ้", "อม"] +["เลี่ยม", "เงิน"] +["ใส่", "ง่าย"] +["เพื่", "อน"] +["มี", "วัน"] +["หมอน", "ผ้าห่ม"] +["เลสหลวง", "พ่อ"] +["ดี", "ๆ"] +["สภาพ", "งาม"] +["ๆสวย", "ๆ"] +["ค", "ล"] +["แบ", "ท"] +["หัว", "เตียง"] +["ต้อง", "ใช้"] +["นว", "มินทร์"] +["กระโปรง", "ผ้า"] +["อิน", "โด"] +["สมุน", "ไพร"] +["ติ้", "ง"] +["เงิน", "พิมพ์"] +["กระ", "รอก"] +["รอง", "เท้ารัด"] +["ทั", "ด"] +["ไว", "น์"] +["โบ", "ฮี"] +["คุ้ม", "ค่า"] +["เก้าอี้สำนัก", "งาน"] +["บา", "ตร"] +["แท้", "ครับ"] +["บ้าน", "ให้"] +["อะ", "คริ"] +["เทา", "ดำ"] +["ท", "ร์"] +["สเต", "นเลส"] +["ศรีนคริ", "นทร์"] +["สวย", "ครับ"] +["บ้า", "ง"] +["โฟ", "ร์"] +["พร้อม", "ขับ"] +["ฮีท", "เทค"] +["พ", "ศ"] +["เมทัล", "ชีท"] +["เปิ่", "น"] +["กัน", "ได้"] +["บริการ", "จัด"] +["งาน", "แต่ง"] +["อิน", "เตอร์"] +["สี", "มา"] +["อา", "ม"] +["กระเป๋า", "เครื่อง"] +["ราง", "วัล"] +["อต", "แฮร์"] +["เต่าหลวง", "ปู่"] +["นน", "ท์"] +["ทัช", "สกรีน"] +["จัก", "ยาน"] +["เรือง", "แสง"] +["ลื", "อ"] +["จ", "น"] +["กระเป๋า", "ผู้"] +["สัต", "หีบ"] +["เสื้อผู้", "หญิง"] +["กล่อง", "เดิม"] +["วง", "แหวน"] +["แต่ง", "ร้าน"] +["ขาย", "ขาด"] +["รถ", "หัด"] +["ทาว", "เฮ้าส์"] +["จด", "ทะเบียนปี"] +["เด", "ฟ"] +["ยิ", "ม"] +["เดิม", "ดี"] +["กล้อง", "ฟรุ้งฟริ้ง"] +["แป", "ด"] +["กางเกง", "เด็ก"] +["ตัด", "ต่อ"] +["สัก", "ทอง"] +["ปลา", "หมอ"] +["ราช", "พฤกษ์"] +["สภาพ", "รถ"] +["ถือ", "ได้"] +["ทัวร์", "ญี่ปุ่น"] +["กำไล", "หยก"] +["วาด", "สี"] +["โด", "ด"] +["แนว", "วินเทจ"] +["หน่าย", "ลูก"] +["พร้อม", "ส่งค่ะ"] +["เส", "นอ"] +["ประ", "ธาน"] +["จำ", "หน่ายลูก"] +["มิ", "เตอร์"] +["รุ่น", "ใหญ่"] +["ใน", "เครือ"] +["ปอมเมอเร", "เนียน"] +["ขนาด", "ให้"] +["ออก", "วัด"] +["ส", "กัด"] +["โค๊", "ต"] +["มา", "รับ"] +["พ", "ยุง"] +["รูป", "ทรง"] +["สวย", "ๆใหม่"] +["ซา", "มูไร"] +["ลิ", "มิ"] +["รั่", "ว"] +["ขนาดให้", "เลือก"] +["กา", "ด"] +["เเล้", "ว"] +["ซา", "ว"] +["อ้", "อม"] +["พร้อม", "เครื่อง"] +["แอล", "จี"] +["ลายตา", "ราง"] +["ปิด", "การ"] +["ใต้", "หวัน"] +["ฝา", "หน้า"] +["นก", "ว่า"] +["คาร์", "บู"] +["คา", "ม"] +["อ", "พา"] +["ชุด", "นี้"] +["ตั้ง", "โชว์"] +["ในรถ", "ยนต์"] +["กัน", "กระแทก"] +["โต๊ะ", "วาง"] +["สาว", "น้อย"] +["ญญา", "กาศ"] +["เฟรม", "อลูมิเนียม"] +["สวย", "สมบูรณ์"] +["เนื้อน", "วะ"] +["เเบ", "บ"] +["ไทย", "หลัง"] +["ดัน", "สูง"] +["กลอง", "ชุด"] +["ส่งฟรีถึง", "บ้าน"] +["เสื้อ", "ทีม"] +["แจ่ม", "ใส"] +["เสื่", "อ"] +["ประ", "ดิ"] +["กล่อง", "ประกัน"] +["พิมพ์", "เล็ก"] +["สตาร์", "บัค"] +["แอร์", "เย็น"] +["ไป", "ทะเล"] +["ฝั่", "ง"] +["ใบ", "ไม้"] +["ตั้ง", "รับ"] +["ลาย", "เซ็น"] +["ธั", "น"] +["ยืด", "ราคา"] +["กำไล", "เงิน"] +["ไดร์เป่า", "ผม"] +["นี", "ย์"] +["แพ", "ร"] +["มี", "การ์ด"] +["บริการ", "ดู"] +["ควบ", "คุม"] +["ที่", "บางใหญ่"] +["ฟิต", "เนส"] +["มี", "ค่า"] +["ยน", "อก"] +["รัต", "นา"] +["วิ", "ก"] +["เสื้อ", "ทำ"] +["ทิ", "ช"] +["ดี", "ด"] +["หน้า", "สั้น"] +["ไทยหลัง", "อาน"] +["พึ่", "ง"] +["ต้", "อน"] +["เคา", "เตอร์"] +["ห้าม", "พลาด"] +["รถหัด", "เดิน"] +["เว่", "อร์"] +["ภายใน", "สะอาด"] +["เวส", "ป้า"] +["นะ", "ค่ะ"] +["กล่อง", "ไฟ"] +["ใจ", "กลาง"] +["ขา", "บาน"] +["มือ", "ผู้"] +["รัด", "ข้อ"] +["ปล", "อม"] +["ปล", "วก"] +["โด", "ม"] +["ไม้", "แท้"] +["เหรีย", "น"] +["เสื้อ", "ยืดราคา"] +["ฝั", "น"] +["ยางมือ", "สอง"] +["ใหม่", "พร้อม"] +["กรอง", "อากาศ"] +["เสื้อ", "ปั่นจักรยาน"] +["ลูก", "ฟูก"] +["ปลอด", "ภัย"] +["ปิดการ", "ขาย"] +["เดรส", "ยีนส์"] +["กับ", "กางเกง"] +["ก", "วัก"] +["ชา", "ลี"] +["ยี", "นต์"] +["ไม้", "มะค่า"] +["แรง", "ดันสูง"] +["เดรส", "ไหม"] +["แปล", "ก"] +["แก", "รนด์"] +["ข", "ยับ"] +["ใหม่", "สวย"] +["เหมา", "ต่อ"] +["ใบรับ", "ประกัน"] +["ภาษี", "เต็ม"] +["บัว", "ทอง"] +["เตียง", "ดีไซน์"] +["ฉาก", "กั้น"] +["เตาปิ้ง", "ย่าง"] +["เพ", "จ"] +["รี", "โว่"] +["มือ", "เดียวออก"] +["เสื้อ", "ชี"] +["เสื้อ", "จักร"] +["หมวก", "ไหม"] +["อุ", "บัติ"] +["สก็อต", "ติช"] +["ก่อ", "สร้าง"] +["เสื้อจักร", "ยาน"] +["หล่อ", "เก่า"] +["เหมาต่อ", "เติม"] +["เสื้อชี", "ฟอง"] +["คา", "น"] +["กิ๊", "บ"] +["ปู", "พื้น"] +["ช", "อป"] +["ถึง", "ที่"] +["พิมพ์", "ครั้ง"] +["คุณ", "ภาพสูง"] +["ท้", "อน"] +["แล้ว", "ค่ะ"] +["เท้า", "เซฟ"] +["พระ", "ธาตุ"] +["แด", "ช"] +["พร", "บ"] +["ไอ", "เสีย"] +["กระเป๋าคล้อง", "มือ"] +["เสื้อผ้าผู้", "หญิง"] +["รับ", "เหมาต่อเติม"] +["เว", "อ"] +["บริการ", "เก็บ"] +["อัน", "ปัง"] +["ก", "วาง"] +["จาก", "เกาหลี"] +["ศูนย์", "เหลือ"] +["เท้า", "หุ้ม"] +["วรร", "ษ"] +["ภั", "ณฑ์"] +["ทิม", "แท้"] +["เครื่อง", "นอก"] +["ผ้า", "แคนวาส"] +["พร้อม", "บ้าน"] +["เชิ้ต", "ผู้"] +["เป้สะพาย", "หลัง"] +["เมี", "ยม"] +["หนา", "ๆ"] +["พ", "นม"] +["แบบ", "ที่"] +["โตชิ", "บา"] +["ยู", "ง"] +["ทาง", "ไกล"] +["เล่น", "เทป"] +["จริง", "ๆ"] +["ลูก", "อม"] +["เงิน", "ลง"] +["น้ำ", "ผล"] +["คา", "ดาด"] +["เท้าเซฟ", "ตี้"] +["คาดาด", "ฟ้า"] +["รั", "ญ"] +["อยู่", "ใน"] +["ไม่", "ดัง"] +["เชียง", "ราย"] +["วิทยุ", "สื่อสาร"] +["ร", "บ"] +["แซ่", "บ"] +["เครื่อง", "ขัด"] +["หลัง", "คาดาดฟ้า"] +["ส่ง", "ครับ"] +["เซ้ง", "กิจการ"] +["เจ้า", "สาว"] +["มือ", "จับ"] +["แอป", "เปิ้ล"] +["รองเท้ารัด", "ส้น"] +["ดา", "ห์"] +["พ่อ", "โต"] +["อีก", "ยาว"] +["บาด", "อร์"] +["บาน", "เลื่อน"] +["รถ", "ติดไฟแนนซ์"] +["เสื้อยืดราคา", "ถูก"] +["ปา", "เจ"] +["แต่ง", "ลูก"] +["ขาย", "ท่อ"] +["พรม", "แขน"] +["ใหม่", "แนว"] +["น้ำผล", "ไม้"] +["ม", "ล"] +["ลาน", "ซัก"] +["ลูก", "ปืน"] +["ลานซัก", "ล้าง"] +["มหา", "วิทยาลัย"] +["มี", "แต่"] +["ใส่", "สวย"] +["ที่", "สวย"] +["สมเด็จ", "องค์"] +["เลี", "ย"] +["ถ", "อย"] +["กีตาร์", "โปร่ง"] +["ขายขาด", "ทุน"] +["ไอ", "ศ"] +["ๆ", "เครื่อง"] +["มาก", "ที่"] +["พระ", "ชัย"] +["ลา", "บาดอร์"] +["เท", "ว"] +["โห", "ด"] +["กระโปรง", "ยาว"] +["ได้", "หลาย"] +["ว่ายน้ำ", "เด็ก"] +["ผสมไซบีเรีย", "ตัว"] +["ราษ", "ฎ"] +["ภาพ", "วาดสี"] +["รอง", "เท้าเซฟตี้"] +["จ", "ง"] +["เป", "เปอร์"] +["น๊", "อต"] +["แฮนด์", "เมด"] +["นคร", "นายก"] +["อา", "ย"] +["ใหม่แนว", "ข้อ"] +["ใหม่แนวข้อ", "สอบ"] +["เวอร์", "เตอร์"] +["พลัง", "งาน"] +["ส", "ม็"] +["เม", "กา"] +["เสื้อ", "หนาว"] +["นม", "งคล"] +["โรง", "พยาบาล"] +["พ่อ", "เงินพิมพ์"] +["ปู", "รอง"] +["ประกัน", "ศูนย์เหลือ"] +["ทับ", "ทิมแท้"] +["ไม่", "ดำ"] +["เพล", "ย์"] +["แข้", "ง"] +["ท่", "อง"] +["พร้อม", "ของ"] +["ตัว", "โชว์"] +["สตาร์", "มือ"] +["เบ", "อ"] +["ไม่", "ต้องใช้"] +["โค้", "ด"] +["หลวง", "ชุมพร"] +["เครื่องคิด", "เลข"] +["ทั", "พ"] +["ชิวาวา", "ขนสั้น"] +["ริ", "โอ"] +["จิ", "น"] +["ก", "กี้"] +["ว", "ลี"] +["ต้อง", "ค้ำ"] +["เติม", "เงิน"] +["แห่ง", "ชาติ"] +["วา", "ว"] +["เต็ม", "ๆ"] +["เหลือ", "เยอะ"] +["ไม่", "ต้องค้ำ"] +["ขาย", "กล่อง"] +["วู", "ล"] +["งาน", "ฝี"] +["พื้น", "เมือง"] +["เครื่อง", "รีด"] +["ปรับ", "ออโต้แมนนวลได้"] +["วัด", "กลาง"] +["แสตมป์", "พระ"] +["แลก", "เปลี่ยน"] +["สถา", "พ"] +["สีบรอน", "ซ์"] +["สัป", "ดาห์"] +["ง", "กุ"] +["เต", "อ"] +["ขาย", "ลด"] +["มากที่", "สุด"] +["ค", "ว"] +["ธา", "ร"] +["ขาย", "ค่ะ"] +["ถ", "นอม"] +["ดูของ", "ที่บางใหญ่"] +["งานฝี", "มือ"] +["ราช", "ทาน"] +["ตาล", "เข้ม"] +["พระ", "อาจารย์"] +["สำหรับ", "กล้อง"] +["ม", "วล"] +["ผ้า", "ยันต์"] +["ภา", "ยนอก"] +["ขี้", "ตา"] +["ล", "ย"] +["ชุด", "สวย"] +["สา", "กล"] +["อก", "ลั่น"] +["แช", "ม"] +["สป", "อต"] +["วิล", "ล่า"] +["เห็", "ด"] +["กี่", "เพ้า"] +["กร", "วย"] +["บ้าน", "ๆ"] +["วัด", "จริง"] +["แกร", "นิต"] +["หมวกไหม", "พรม"] +["พ่", "อกลั่น"] +["ลิ้", "ง"] +["ซ้", "อน"] +["กีต้าร์", "โปร่งไฟฟ้า"] +["ซี", "พียู"] +["รา", "จ"] +["เอ", "ล"] +["ออ", "โต"] +["ติ", "เมตร"] +["ต่ำ", "กว่า"] +["ดอก", "สว่าน"] +["ปิค", "นิค"] +["ราคาเริ่ม", "ต้น"] +["อุบัติ", "เหตุ"] +["รา", "น"] +["ตั๋", "ว"] +["ต่อ", "ได้"] +["เรือน", "ไมล์"] +["นิยาย", "มือ"] +["จั้ม", "สูทขา"] +["เสื้อ", "เชิ้ตผู้"] +["ไม่", "ใช่"] +["เอว", "ยาง"] +["หู", "เพชร"] +["ประเทศ", "ไทย"] +["ฟอร์", "จูนเนอร์"] +["ราษฎ", "ร์"] +["ใบ", "สั้น"] +["เสื้อทำ", "งาน"] +["เสื้อ", "เปิด"] +["ปล่อย", "เช่า"] +["มีพร้อม", "โอน"] +["พระ", "ราชทาน"] +["อ", "ท"] +["ชำ", "ระ"] +["มะ", "ม่วง"] +["ปรก", "โพธิ์"] +["จอ", "เเยก"] +["แม่", "ค้า"] +["เด็ก", "เล็ก"] +["บั", "ตรส"] +["เตา", "ไฟ"] +["ปอม", "ผสม"] +["คลิ", "ป"] +["หลวง", "พ่อเงินพิมพ์"] +["บ", "ท"] +["ลาย", "น่า"] +["เนี่", "ยน"] +["อัด", "ลม"] +["ราคาสุด", "คุ้ม"] +["ยืดห", "ยุ่น"] +["ป", "รอท"] +["รอง", "เท้าหุ้ม"] +["ดี", "ที่"] +["พร้อม", "เข้า"] +["กล่อง", "ครบ"] +["ขา", "กระบอก"] +["ตู้", "เซฟ"] +["อร์", "น"] +["กางเกง", "วิ่ง"] +["ห้อง", "พัก"] +["กีตาร์", "ไฟ"] +["สิริ", "ราชสมบัติ"] +["ปลาหมอ", "สี"] +["ข้อ", "มือผู้"] +["ส", "ภา"] +["เสื้อ", "ทรง"] +["น้อง", "ๆ"] +["เอกสาร", "มีพร้อมโอน"] +["กั", "จ"] +["จ", "อก"] +["ลุ", "ง"] +["ตู้", "อบ"] +["บาท", "ปี"] +["ชุด", "ชั้น"] +["วิ", "หาร"] +["เดิม", "ๆไม่"] +["กัน", "เปื้อน"] +["ล", "วง"] +["เต่า", "เรือน"] +["กระ", "บัง"] +["ธิเบ", "ศ"] +["ป", "ต"] +["ฟิล", "ม์"] +["นคร", "สวรรค์"] +["อิน", "เวอร์เตอร์"] +["แก้", "ม"] +["ได", "กิ้น"] +["สะ", "ท้อน"] +["ๆ", "จ้า"] +["ท", "รี"] +["มี", "เชือก"] +["ยา", "ริส"] +["เด", "น"] +["ซิ", "บ"] +["ปิ", "น"] +["ป", "รึ"] +["ขาย", "เคส"] +["ขาย", "อะไหล่"] +["เทป", "คาส"] +["หลวง", "พ่อโต"] +["แล", "ค"] +["น้ำ", "ตาลเข้ม"] +["กีตาร์ไฟ", "ฟ้า"] +["เจ้า", "แม่"] +["พิ", "ง"] +["เห", "ยี"] +["คุณ", "หนู"] +["ได้", "ใส่"] +["วง", "ล้อ"] +["สวย", "ราคา"] +["ขาย", "หมวก"] +["ชุด", "เหล็ก"] +["สระ", "บุรี"] +["กลอง", "ไฟ"] +["ใส่ออก", "งาน"] +["ไม่", "มั่นใจ"] +["แล้ว", "จ้า"] +["เตียง", "เด็ก"] +["แบ", "ร"] +["ส", "กุ"] +["ทิ", "น"] +["เบ", "ด"] +["เงิน", "ออก"] +["เชิ้ต", "สี"] +["ลาย", "ทหาร"] +["ธัน", "วา"] +["ที่", "แขวน"] +["โกล", "ด์"] +["ปรึ", "กษา"] +["ผ้า", "ปูรอง"] +["เข็", "บ"] +["เข", "ม"] +["กรอบ", "เงิน"] +["อัล", "ลอย"] +["เต้", "นท์"] +["จัม", "โบ้"] +["โด", "ว์"] +["รถ", "ขุด"] +["หมุน", "เวียน"] +["เกย์", "แยก"] +["ลายน่า", "รัก"] +["สัง", "กัจ"] +["ศ", "ต"] +["เหรียญหลวง", "ปู่ทวด"] +["หมอน", "รอง"] +["เคร", "ป"] +["สภาพ", "สมบูรณ์"] +["ตา", "ชั่ง"] +["ขาย", "ซาก"] +["เตาไฟ", "ฟ้า"] +["ไห", "ม่"] +["เก", "ร็"] +["หัว", "เหล็ก"] +["เดรส", "แฟชั่น"] +["ของ", "ใหม่ยังไม่"] +["ขาย", "หรือแลก"] +["คอย", "ล์"] +["ม", "รกต"] +["โน", "วา"] +["สวย", "เก๋"] +["นาฬิกา", "แขวน"] +["มือสองสภาพ", "สวย"] +["เสื้อ", "วิ่ง"] +["โดน", "น้ำ"] +["เหรียญ", "สมเด็จ"] +["ปลาย", "ขา"] +["กัน", "ฝุ่น"] +["คลิ", "ฟท์"] +["กลองไฟ", "ฟ้า"] +["ต", "ร้า"] +["ตู้", "วาง"] +["ชา", "ร์ท"] +["พร้อม", "ใช้งานครับ"] +["สบาย", "มาก"] +["ฟรี", "ลทบ"] +["เลสหลวงพ่อ", "รวย"] +["แท้", "แน่"] +["โฆ", "ษ"] +["ทร", "วง"] +["กรม", "หลวงชุมพร"] +["นิ่", "ง"] +["ด้", "วง"] +["เท", "อ"] +["ฟ", "เวอร์"] +["มือสองสภาพ", "ใหม่"] +["สวยน่า", "รัก"] +["แท้แน่", "นอน"] +["ลด", "เหลือ"] +["พ่อ", "พรหม"] +["ไฮ", "โซ"] +["เท", "ส"] +["แฮ", "ม"] +["งาน", "เครื่อง"] +["หม", "อก"] +["ปก", "แข็ง"] +["ไซ", "ร้"] +["ไม่", "ใช้"] +["โค", "ราช"] +["ที่", "หนีบ"] +["สเปค", "แรง"] +["ปิง", "ปอง"] +["เนื่", "อง"] +["เสื้อ", "เชิ"] +["ตัว", "ติด"] +["กล้อง", "หลัง"] +["ประกัน", "ร้าน"] +["หิน", "แท้"] +["อิน", "ฟา"] +["บ", "วร"] +["บ้าน", "เอื้อ"] +["วัด", "ปากน้ำ"] +["ผ้า", "สี"] +["หมา", "ปอม"] +["โอ", "กาส"] +["แปลง", "ไฟ"] +["วัด", "กาหลง"] +["จิว", "เวล"] +["ซิ", "ง"] +["ติด", "ไอ"] +["ไฟ", "ติด"] +["กรอง", "แสง"] +["ทุก", "วัน"] +["บ๊อก", "ซ์"] +["กะไหล่", "ทอง"] +["เซิ", "ร์ฟ"] +["โอ", "นิ"] +["ปา", "ก้า"] +["คา", "โรง"] +["เต่าหลวงปู่", "หลิว"] +["โต๊ะ", "เก้า"] +["เต้", "น"] +["ชุด", "เสื้อ"] +["เซล", "ฟี่"] +["ยาน", "ไฮบริด"] +["กล่อง", "ทีวี"] +["เครื่อง", "ใช้ไฟฟ้า"] +["เงินออก", "รถ"] +["ภ", "พ"] +["ล่", "อน"] +["หลัง", "คาโรง"] +["ชุด", "จาน"] +["สแต", "มป์"] +["ระดับ", "ได้"] +["ภาษา", "ไทย"] +["ไน", "ท์"] +["กา", "ม"] +["ยิ่", "ง"] +["ล๊", "อก"] +["ห้อง", "มุม"] +["เนื้อ", "เก่า"] +["โด", "รน"] +["พิมพ์", "พระ"] +["สวย", "เหมือน"] +["นาฬิกาผู้", "หญิง"] +["จักร", "ยานไฮบริด"] +["เธ", "อ"] +["ขาย", "ตัว"] +["นอน", "ได้"] +["ปั่น", "ไฟ"] +["ยีน", "ขา"] +["ปุ่ม", "กด"] +["เด", "นิม"] +["เงินลง", "ยา"] +["ท", "วี"] +["เนื้อ", "นิ่ม"] +["ปิด", "บัญชี"] +["ส", "ห"] +["มั่", "น"] +["แท็", "บ"] +["รูป", "ไม้"] +["ชุด", "หมี"] +["เฮ", "ง"] +["ซึ", "ม"] +["พัก", "เท้า"] +["อุด", "ร"] +["มี", "บริการเก็บ"] +["เครื่อง", "ตี"] +["ริม", "แดง"] +["รูป", "เหมือน"] +["แต่งลูก", "ไม้"] +["แค", "รี่"] +["งาน", "ไม่"] +["ประหยัด", "ไฟ"] +["จักรยานพับได้", "ญี่ปุ่น"] +["หนัง", "จระเข้"] +["สติก", "เกอร์"] +["ไม", "ตี้"] +["เท", "รน"] +["คอม", "ตั้ง"] +["ทะเบียน", "รถ"] +["บ้าน", "พฤกษา"] +["เดิมทั้ง", "คัน"] +["นี้", "ไม่"] +["ทำ", "มือ"] +["ล้อ", "อลู"] +["วิ", "ชัย"] +["กระจกมอง", "ข้าง"] +["หลวง", "พ่อพรหม"] +["ทะเบียน", "แท้"] +["สา", "ทร"] +["คั", "ชชู"] +["ประดิ", "ษฐ์"] +["ขาย", "ไอโฟน"] +["ชู", "ก้า"] +["ขาว", "มุก"] +["กริ๊", "ป"] +["ชื่", "น"] +["สำหรับ", "ใส่"] +["ขา", "แขวน"] +["คุณ", "แม่"] +["มาก", "กว่า"] +["ปัญ", "หา"] +["ลี", "น"] +["ก้า", "ง"] +["รถ", "ยน"] +["ผ้า", "ขน"] +["แอมป์", "กีต้าร์"] +["สด", "ทัน"] +["โต๊ะเก้า", "อี้"] +["ก่อน", "ได้"] +["สุด", "ฮิต"] +["ย้อน", "ยุค"] +["โฆษ", "ณา"] +["เบิ้", "ล"] +["เร", "ย์"] +["แต่ง", "ครบ"] +["เก", "ล็ด"] +["แต", "ร"] +["แอ", "ด"] +["เอ", "ช"] +["ฮ", "อล"] +["เสื้อ", "ขน"] +["ปลา", "คาร์"] +["ปิด", "ไฟแนนซ์"] +["บำ", "บัด"] +["ห่", "อ"] +["ฟิ", "วเตอร์"] +["พม่า", "แท้"] +["ไฟแน", "นท์"] +["สะพาน", "สูง"] +["เบี้ย", "แก้"] +["เที", "ย"] +["ชิ", "ล"] +["ฟิ", "ค"] +["บริการดู", "รถ"] +["เงิน", "สดทัน"] +["พร้อม", "รีโมท"] +["คล้อง", "คอ"] +["เครื่อง", "นึ่งขวดนม"] +["เสื้อเปิด", "ไหล่"] +["ปรับ", "ระดับได้"] +["เฉิ", "น"] +["ยิ้", "ม"] +["กา", "รส"] +["ต้อง", "มี"] +["ใบ", "มีด"] +["ป", "ลัด"] +["ตะ", "เข็บ"] +["ชิ้น", "เลนส์"] +["ถวาย", "พระ"] +["ฟรี", "เปลี่ยนถ่ายน้ำมันเครื่อง"] +["เกร็", "ด"] +["โร", "ค"] +["เท", "น่า"] +["เสื้อ", "ชั้น"] +["ชาร์", "ต"] +["โต๊ะ", "ทาน"] +["ทำเล", "ทอง"] +["รับ", "สัญญาณ"] +["วัดกลาง", "บาง"] +["ยุ", "ด"] +["สวย", "ครบ"] +["สำหรับ", "คน"] +["กรรม", "การ"] +["ต่าง", "หูเพชร"] +["ลาด", "กระบัง"] +["เงินสดทัน", "ที"] +["คู่", "หน้า"] +["แขน", "สาม"] +["มหา", "มงคล"] +["รองเท้าเด็ก", "มือ"] +["ส", "รณ์"] +["ส", "ลึง"] +["สกู๊", "ตเตอร์"] +["ได", "โน"] +["เจ้า", "คุณ"] +["เพ", "ช"] +["แล็", "ค"] +["น", "วล"] +["ท่อ", "ไอเสีย"] +["ผ้าปูรอง", "นอน"] +["เล", "เล่"] +["ส", "ต๊า"] +["แม่", "ลูก"] +["เค", "อรี่"] +["นก", "ยูง"] +["ใหม่", "แท้"] +["ตัว", "สุด"] +["ไร้", "ขอบ"] +["นท", "ราย"] +["ชาร์", "ป"] +["ตัว", "แรก"] +["สวยๆใหม่", "ๆ"] +["ส่ง", "ฟรีลทบ"] +["เสื้อชั้น", "ใน"] +["ก", "อน"] +["กล่อง", "ไม้"] +["แม็ก", "ซี่"] +["เล็ก", "น้อย"] +["เครื่อง", "ฉีด"] +["กางเกง", "ออกกำลังกาย"] +["ขาย", "รองเท้าแตะ"] +["มิกกี้", "เมาส์"] +["สวยไร้", "รอย"] +["ล้าน", "นา"] +["เข้า", "มา"] +["ใส่", "รถ"] +["อุป", "กร"] +["ยาก", "น่า"] +["ปรับ", "ความ"] +["ไทร", "ทัน"] +["คอน", "กรี"] +["สี", "เทาดำ"] +["ลูก", "บ๊อกซ์"] +["ปั๊", "ก"] +["บาง", "กะ"] +["นะ", "คับ"] +["สตรี", "ท"] +["นาวา", "ร่า"] +["จ่าย", "เงินสดทันที"] +["แก", "ง"] +["ดี", "สุด"] +["รอบ", "คัน"] +["บาน", "เปิด"] +["สกรีน", "ดี"] +["ซิ", "เจน"] +["เพ", "รช"] +["พร้อมเข้า", "อยู่"] +["ธิเบศ", "ร์"] +["ล", "ดา"] +["โต๊ะ", "พับ"] +["ก็", "ขายได้"] +["เท", "ร"] +["ท่", "อน"] +["มี", "ของ"] +["จอ", "คอมพิวเตอร์"] +["พ่อ", "พันธุ์"] +["สเป", "รย์"] +["พิมพ์ครั้ง", "ที่"] +["นาฬิกา", "ข้อมือผู้"] +["โดนน้ำ", "หอม"] +["ใช้", "ไม่"] +["ขาย", "หนังสือ"] +["เครื่อง", "ผสม"] +["ลิ", "เวอร์"] +["เลข", "มงคล"] +["แอ", "นด"] +["น", "พ"] +["มี", "น้ำ"] +["เสื้อ", "งาน"] +["พระ", "องค์"] +["หิน", "เจียร"] +["ทด", "ลอง"] +["โน็ต", "บุ๊ค"] +["คา", "หน้า"] +["ล้", "น"] +["ดี", "ราคา"] +["ถึง", "ปี"] +["คุ้ม", "ๆ"] +["นคร", "ศรี"] +["เบญจ", "รงค์"] +["ดำ", "เงา"] +["เหรียญ", "ละ"] +["หนัง", "แกะ"] +["ขนาด", "กว้าง"] +["สร้าง", "บ้าน"] +["เสา", "อากาศ"] +["คอนกรี", "ต"] +["หลัง", "คาหน้า"] +["นิ", "เว"] +["ยีนส์", "ทรง"] +["ราช", "การ"] +["เป็น", "ผ้า"] +["วาง", "สินค้า"] +["จอ", "แตก"] +["กระ", "ทรวง"] +["ฮี", "โร่"] +["กระเป๋า", "แท้"] +["แพท", "ย์"] +["ลด", "ล้างสต๊อก"] +["ภาพวาดสี", "น้ำ"] +["แขนสาม", "ส่วน"] +["ขั้", "ว"] +["เงียบ", "ๆ"] +["พระปิดตาหลวง", "ปู่"] +["หลังคาหน้า", "บ้าน"] +["ไก", "ว"] +["งาน", "สี"] +["ส", "รุป"] +["ไหม", "พรมแขน"] +["แฟชั่น", "เกาหลี"] +["ล้อม", "เพชร"] +["จิ๊ก", "ซอ"] +["แทบ", "ไม่"] +["สังกัจ", "จาย"] +["ศิ", "ริ"] +["ใส", "ๆ"] +["อี", "เว้"] +["ใหม่", "ค่ะ"] +["เติม", "ลม"] +["ต", "อ"] +["รับ", "น้ำ"] +["เชี", "ยร์"] +["เหล็ก", "หล่อ"] +["โซฟา", "หนัง"] +["หมวกกันน็", "อก"] +["ตาก", "สิน"] +["ขายเป็น", "อะไหล่"] +["เอวยาง", "ยืด"] +["หา", "ยากน่า"] +["จา", "ค"] +["ห", "นี้"] +["หรู", "ดู"] +["ไซ", "ส"] +["เก่า", "ค่ะ"] +["ตาม", "แบบ"] +["เดี่ยว", "ชั้น"] +["สูท", "สี"] +["ดุม", "ล้อ"] +["ตู้", "คอน"] +["คอม", "ประกอบ"] +["เศรษ", "ฐ"] +["หลาย", "รายการ"] +["เลือด", "หมู"] +["จักร", "วาล"] +["เหยี", "ยบ"] +["ศต", "วรรษ"] +["วัด", "สุ"] +["แบ", "นด์"] +["นาง", "กวัก"] +["พญา", "เต่าเรือน"] +["โอ่", "ง"] +["ปลาย", "แขน"] +["ยาง", "นอก"] +["สด", "ผ่อน"] +["มหา", "นคร"] +["กรง", "สุนัข"] +["ชุด", "รับ"] +["ผ้า", "ถุง"] +["มหา", "ราช"] +["เพิ่ม", "ความ"] +["เปอ", "เซีย"] +["เดรสไหม", "พรม"] +["เว", "น"] +["กระโปรง", "สั้น"] +["พร้อม", "ถุง"] +["อุปกรณ์", "เสริม"] +["สัง", "ฆ"] +["เท้า", "ไนกี้"] +["หม้อ", "ทอด"] +["ฝั้", "น"] +["ทรง", "สูง"] +["ของ", "จริง"] +["ต้อง", "ซ่อม"] +["ขออนุญา", "ต"] +["ญา", "ณ"] +["จุ่", "ม"] +["คละ", "สี"] +["บิ๊ก", "ไบค์"] +["ยืด", "ผ้า"] +["สาม", "เหลี่ยม"] +["เห", "ยื่"] +["ใน", "บ้าน"] +["ใหญ่", "ๆ"] +["นวด", "หน้า"] +["ชุด", "ว่ายน้ำเด็ก"] +["นา", "ว"] +["มี", "รู"] +["ทอง", "สวย"] +["การ", "เงิน"] +["พ่อ", "แก้ว"] +["ขาย", "ตึก"] +["บ้านเอื้อ", "อาทร"] +["ตา", "โต"] +["ค้า", "ขาย"] +["สา", "ท"] +["ผ้า", "สวย"] +["คลิ", "ส"] +["แม่", "พันธุ์"] +["ดูด", "ควัน"] +["ไว", "นิล"] +["คอส", "บอดี้"] +["ต", "รุษ"] +["ไฟแช็", "ค"] diff --git a/thai_tokenizer/tcc.py b/thai_tokenizer/tcc.py new file mode 100644 index 0000000..5ee688c --- /dev/null +++ b/thai_tokenizer/tcc.py @@ -0,0 +1,24 @@ +import re + + + +TCC_REGEX = re.compile("|".join([ + "LEFT*+CONS+RIGHT*", + "ๆ", + "๚ะ๛|๚ะ|๚|๛", + "ฯลฯ|ฯะ|ฯ", + "๏|฿" +]).replace('+', '')\ + .replace("LEFT", r'[\u0E40-\u0E44]')\ + .replace("CONS", r'[\u0E01-\u0E2E]')\ + .replace("RIGHT", r'[\u0E30-\u0E3A\u0E45\u0E47-\u0E4E]') +) + +def segment(text:str): + i = 0 + while i < len(text): + match_obj = TCC_REGEX.match(text[i:]) + end = match_obj.span()[1] if match_obj is not None else 1 + thai_tcc = text[i:i + end] + i += end + yield thai_tcc diff --git a/thai_tokenizer/tokenizer.py b/thai_tokenizer/tokenizer.py new file mode 100644 index 0000000..71e4eb2 --- /dev/null +++ b/thai_tokenizer/tokenizer.py @@ -0,0 +1,50 @@ +import re +from .tcc import segment + + + +class Tokenizer: + def __init__(self, merge_pairs:list): + self.pairs = {} + for p, pair in enumerate(merge_pairs): + self.pairs[tuple(pair)] = p + + @staticmethod + def _merge(tokens:list, pair_ix:int) -> list: + '''Merge list of tokens by pair index. + ''' + a, b = pair_ix, pair_ix + 2 + return tokens[:a] + [''.join(tokens[a:b])] + tokens[b:] + + def split(self, text:str) -> list: + '''Split Thai string into a list of tokens. + Arguments: + text:str + - Contigious input of Thai characters. + Returns: + List[str] + ''' + tokens = list(segment(text)) + while len(tokens) > 1: + pairs = zip(tokens[:-1], tokens[1:]) + ix_min, pair_ix = None, None + for i, ix in enumerate((self.pairs.get(pair) for pair in pairs)): + if ix is not None and (ix_min is None or ix_min > ix): + ix_min, pair_ix = ix, i + if pair_ix is not None: + tokens = self._merge(tokens, pair_ix=pair_ix) + continue + break + return tokens + + def __call__(self, doc:str, sep:str=' ') -> str: + '''Separate thai substrings in a mixed-language string. + Arguments: + doc:str + - Document with optional Thai substrings. + sep:str + - Character to use a separator. + ''' + for sub in re.findall('[\u0E00-\u0E7F]+', doc): + doc = doc.replace(sub, sep.join(self.split(sub))) + return doc diff --git a/thai_tokenizer/utils.py b/thai_tokenizer/utils.py new file mode 100644 index 0000000..4e4e618 --- /dev/null +++ b/thai_tokenizer/utils.py @@ -0,0 +1,27 @@ +import re + + + +def contains_thai(text:str) -> bool: + return bool(re.search(r'[\u0E00-\u0E7F]', text)) + +def is_thai(text:str) -> bool: + return bool(re.match(r'^[\u0E00-\u0E7F]*$', text)) + +def replace_thai_numbers(text:str) -> str: + return text\ + .replace('๐', '0')\ + .replace('๑', '1')\ + .replace('๒', '2')\ + .replace('๓', '3')\ + .replace('๔', '4')\ + .replace('๕', '5')\ + .replace('๖', '6')\ + .replace('๗', '7')\ + .replace('๘', '8')\ + .replace('๙', '9') + +def split_thai_nonthai(text:str) -> str: + text = re.sub(f"(?