[INH03-101] '스팀청소기' 관련 주요 키워드 분석(2) - BRAService

온라인 마켓에서 판매되고 있는 '스팀청소기' 중에서 임의의 상품에 대해,
사용자의 리뷰 데이터를 기반으로 긍정적인 속성과 부정적인 속성, 정보성 속성으로 구분하여
각각의 속성에 대해 사용자가 표현한 키워드의 빈도를 분석함

 

[목차]

• 평점 분포
• 평점별 키워드 분석
• 속성별 키워드 분석

[평점 분포]

Score	ReviewNumber
All	99
1	21
2	11
3	13
4	9
5	44

[평점별 키워드 분석]

구분	내용
평점 전체
	[('water', 61), ('clean', 47), ('use', 46), ('t', 30), ('machine', 22), ('great', 20), ('floors', 20), ('time', 20), ('floor', 18), ('tank', 18), ('has', 17), ('hose', 16), ('work', 16), ('much', 16), ('unit', 15), ('works', 15), ('easy', 15), ('attachments', 14), ('heat', 14), ('shower', 14), ('other', 13), ('s', 13), ('cleaner', 12), ('mop', 12), ('distilled', 12), ('house', 11), ('hot', 11), ('long', 11), ('working', 11), ('got', 11), ('place', 11), ('car', 10), ('little', 10), ('tile', 10), ('lot', 10), ('cord', 10), ('pressure', 10), ('need', 9), ('few', 9), ('been', 9), ('minutes', 9), ('more', 8), ('warm', 8), ('years', 8), ('months', 8), ('anything', 8), ('see', 8), ('walls', 8), ('grout', 8), ('new', 8), ('price', 8), ('recommend', 8), ('brush', 8), ('way', 7), ('able', 7), ('home', 7), ('nozzle', 7), ('bathroom', 7), ('last', 7), ('better', 7), ('dirt', 7), ('makes', 7), ('put', 7), ('attachment', 7), ('power', 7), ('fill', 7), ('handle', 7), ('nice', 7), ('make', 7), ('know', 7), ('accessories', 7), ('soap', 6), ('scum', 6), ('trigger', 6), ('everything', 6), ('money', 6), ('spray', 6), ('worked', 6), ('old', 6), ('gets', 6), ('top', 6), ('first', 6), ('made', 6), ('warranty', 6), ('windows', 6), ('something', 6), ('stains', 6), ('kitchen', 6), ('times', 6), ('hard', 6), ('dirty', 6), ('box', 5), ('reviews', 5), ('super', 5), ('hand', 5), ('parts', 5), ('ll', 5), ('uses', 5), ('coming', 5), ('didn', 5)]
평점 5점
	[('use', 23), ('water', 18), ('clean', 15), ('floors', 12), ('t', 12), ('house', 9), ('floor', 8), ('great', 8), ('tank', 8), ('easy', 7), ('time', 7), ('long', 7), ('distilled', 7), ('everything', 6), ('has', 6), ('works', 6), ('need', 6), ('tile', 6), ('home', 5), ('car', 5), ('cleaner', 5), ('much', 5), ('bathroom', 5), ('kitchen', 5), ('heat', 4), ('gets', 4), ('love', 4), ('anything', 4), ('made', 4), ('walls', 4), ('windows', 4), ('attachments', 4), ('lot', 4), ('recommend', 4), ('makes', 4), ('hot', 4), ('happy', 3), ('work', 3), ('cleans', 3), ('years', 3), ('dirt', 3), ('whole', 3), ('easier', 3), ('see', 3), ('ran', 3), ('said', 3), ('grout', 3), ('new', 3), ('able', 3), ('power', 3), ('make', 3), ('large', 3), ('suggest', 3), ('carpet', 3), ('couldn', 3), ('different', 3), ('deep', 2), ('super', 2), ('sure', 2), ('money', 2), ('own', 2), ('amazing', 2), ('old', 2), ('Cleaned', 2), ('realize', 2), ('run', 2), ('s', 2), ('haven', 2), ('family', 2), ('give', 2), ('one', 2), ('capacity', 2), ('want', 2), ('quality', 2), ('Takes', 2), ('little', 2), ('wait', 2), ('surfaces', 2), ('cleaned', 2), ('built', 2), ('look', 2), ('moved', 2), ('ll', 2), ('fill', 2), ('takes', 2), ('having', 2), ('mop', 2), ('interior', 2), ('nice', 2), ('ease', 2), ('efficient', 2), ('design', 2), ('cord', 2), ('wheels', 2), ('chemicals', 2), ('commercial', 2), ("'ve", 2), ('past', 2), ('detailing', 2), ('business', 2)]
평점 1점
	[('water', 18), ('clean', 16), ('t', 12), ('time', 10), ('use', 10), ('nozzle', 6), ('work', 6), ('working', 6), ('heat', 6), ('unit', 5), ('few', 5), ('shower', 5), ('warm', 4), ('months', 4), ('minutes', 4), ('been', 4), ('grout', 4), ('floors', 4), ('machine', 4), ('last', 4), ('dirty', 4), ('handle', 4), ('place', 4), ('dirt', 4), ('brush', 4), ('accessories', 4), ('price', 4), ('fill', 4), ('hand', 3), ('worked', 3), ('money', 3), ('turn', 3), ('something', 3), ('stopped', 3), ('has', 3), ('got', 3), ('same', 3), ('times', 3), ('old', 3), ('lines', 3), ('walls', 3), ('soap', 3), ('scum', 3), ('having', 3), ('lot', 3), ('works', 3), ('other', 3), ('anything', 3), ('long', 3), ('wanted', 3), ('way', 3), ('didn', 3), ('put', 3), ('point', 3), ('huge', 3), ('hot', 2), ('impossible', 2), ('find', 2), ('refund', 2), ('defective', 2), ('contact', 2), ('makes', 2), ('disappointed', 2), ('trips', 2), ('breaker', 2), ('careful', 2), ('distilled', 2), ('support', 2), ('gave', 2), ('information', 2), ('days', 2), ('going', 2), ('year', 2), ('tile', 2), ('grill', 2), ('sprayed', 2), ('cleaner', 2), ('little', 2), ('pressure', 2), ('second', 2), ('attachments', 2), ('went', 2), ('floor', 2), ('reviews', 2), ('end', 2), ('clothing', 2), ('ve', 2), ('don', 2), ('know', 2), ('inside', 2), ('messy', 2), ('wet', 2), ('window', 2), ('areas', 2), ('move', 2), ('hard', 2), ('keep', 2), ('portable', 2), ('buying', 2), ('heats', 2)]

[속성별 키워드 분석]

구분	내용
긍정 속성
	[('use', 15), ('Effective', 11), ('attachments', 8), ('water', 7), ('great', 6), ('various', 6), ('floors', 6), ('easy', 6), ('surfaces', 6), ('house', 5), ('effective', 5), ('dirt', 5), ('clean', 5), ('hose', 5), ('areas', 5), ('different', 5), ('job', 4), ('cleaner', 4), ('cleans', 4), ('tile', 4), ('price', 3), ('Versatile', 3), ('useful', 3), ('results', 3), ('time', 3), ('grime', 3), ('windows', 3), ('lot', 3), ('allows', 3), ('cord', 3), ('cars', 3), ('kitchen', 3), ('Affordable', 2), ('gets', 2), ('Removes', 2), ('soap', 2), ('scum', 2), ('chemicals', 2), ('car', 2), ('Improved', 2), ('performance', 2), ('compared', 2), ('tasks', 2), ('heating', 2), ('floor', 2), ('super', 2), ('run', 2), ('anything', 2), ('Great', 2), ('Produces', 2), ('easier', 2), ('better', 2), ('capacity', 2), ('removing', 2), ('Quick', 2), ('efficient', 2), ('regular', 2), ('mop', 2), ('tank', 2), ('power', 2), ('provides', 2), ('Heats', 2), ('Works', 2), ('wheels', 2), ('shower', 2), ('including', 2), ('vehicles', 2), ('steaming', 2), ('connectors', 2), ('showers', 2), ('Able', 2), ('cabinets', 2), ('tough', 2), ('removes', 2), ('stains', 2), ('Easy', 2), ('grout', 2), ('powerful', 1), ('someone', 1), ('allergy', 1), ('issues', 1), ('sensitivity', 1), ('harsh', 1), ('minimal', 1), ('scrubbing', 1), ('required', 1), ('deep', 1), ('suitable', 1), ('deal', 1), ('money', 1), ('worked', 1), ('wonders', 1), ('loved', 1), ('30-year-old', 1), ('terrazzo', 1), ('Pressing', 1), ('trigger', 1), ('speed', 1), ('process', 1), ('leading', 1)]
부정 속성
	[('water', 23), ('use', 12), ('working', 10), ('None', 9), ('tank', 6), ('level', 6), ('time', 6), ('clean', 6), ('stopped', 5), ('Takes', 5), ('heat', 5), ('mop', 5), ('pressure', 5), ('hose', 5), ('parts', 4), ('long', 4), ('work', 4), ('information', 4), ('Requires', 4), ('attachment', 4), ('plastic', 3), ('attachments', 3), ('unit', 3), ('Stopped', 3), ('uses', 3), ('remove', 3), ('minutes', 3), ('storage', 3), ('failed', 3), ('started', 3), ('lack', 3), ('distilled', 3), ('specific', 3), ('brush', 2), ('bristles', 2), ('floor', 2), ('box', 2), ('hot', 2), ('warm', 2), ('scrubbing', 2), ('sturdy', 2), ('wore', 2), ('rendering', 2), ('difficult', 2), ('falls', 2), ('cause', 2), ('seconds', 2), ('returned', 2), ('head', 2), ('produced', 2), ('provided', 2), ('performance', 2), ('machine', 2), ('stains', 2), ('indicator', 2), ('dirt', 2), ('see', 2), ('low', 2), ('surfaces', 2), ('compared', 2), ('other', 2), ('bag', 2), ('grout', 2), ('few', 2), ('release', 2), ('breaking', 2), ('design', 2), ('tipping', 2), ('melted', 2), ('months', 2), ('nozzle/handle', 2), ('frequent', 2), ('instructions', 2), ('place', 2), ('cord', 2), ('leave', 2), ('enough', 2), ('year', 2), ('handle', 2), ('store', 2), ('prevent', 2), ('bed', 2), ('bugs', 2), ('floors', 2), ('extensive', 2), ('warped', 1), ('front', 1), ('holder', 1), ('snaps', 1), ('included', 1), ('fingerprints', 1), ('dust', 1), ('scratches', 1), ('thrown', 1), ('Loud', 1), ('noise', 1), ('unclear', 1), ('capacity', 1), ('sprays', 1), ('useless', 1)]
정보 속성
	[('None', 9), ('water', 5), ('information', 4), ('tank', 3), ('specific', 3), ('level', 2), ('Takes', 2), ('long', 2), ('time', 2), ('provided', 2), ('use', 2), ('distilled', 2), ('bed', 2), ('bugs', 2), ('brush', 1), ('bristles', 1), ('warped', 1), ('plastic', 1), ('front', 1), ('holder', 1), ('snaps', 1), ('gauge', 1), ('showing', 1), ('Overfilling', 1), ('cause', 1), ('stop', 1), ('working', 1), ('heat', 1), ('visibility', 1), ('lacks', 1), ('smaller', 1), ('head', 1), ('cloth', 1), ('countertops', 1), ('performance', 1), ('attachments', 1), ('ready', 1), ('leave', 1), ('mineral', 1), ('spots', 1), ('regular', 1), ('Requires', 1), ('prevent', 1), ('clogging', 1), ('brand', 1), ('model', 1), ('Limited', 1), ('abilities', 1), ('features', 1), ('reliable', 1), ('solution', 1), ('complete', 1), ('eradication', 1), ('survive', 1), ('reappear', 1), ('steaming', 1), ('heads', 1), ('wore', 1), ('extensive', 1), ('large', 1), ('floors', 1), ('disadvantages', 1), ('limitations', 1)]