phone_sentiment_analysis

所属分类:自然语言处理
开发工具:R
文件大小:475KB
下载次数:0
上传日期:2019-02-08 10:32:17
上 传 者sh-1993
说明:  iphone和三星银河的市场情绪分析
(analysing sentiment for iphone and samsung galaxy)

文件列表:
Phone Sentiment Analysis_ Business Report.pdf (521189, 2019-02-08)
datacollation.R (2385, 2019-02-08)
datacomparegalaxy.R (3108, 2019-02-08)
datacompareiphone.R (3087, 2019-02-08)
dataprocessinggalaxy.R (1548, 2019-02-08)
dataprocessingiphone.R (1630, 2019-02-08)
erroranalysisgalaxy.R (4320, 2019-02-08)
erroranalysisiphone.R (4451, 2019-02-08)
libraries.R (437, 2019-02-08)
modellinggalaxy.R (2061, 2019-02-08)
modellingiphone.R (1986, 2019-02-08)
predictgalaxy.R (681, 2019-02-08)
predictiphone.R (675, 2019-02-08)
sentimentDistribution.R (8588, 2019-02-08)

# phone_sentiment_analysis analysing sentiment for iphone and samsung galaxy **Goal**: Use sentiment analysis to determine which smartphone to use for application. **Dataset**: Sentiment indicators of 20k websites collected from common crawl repository via AWS. **Files**: to be implemented in this order - *libraries.R*: library script. *dataprocessingiphone.R*: preparing iphone training data for modelling. *dataprocessinggalaxy.R*: preparing galaxy training data for modelling. *modellingiphone.R*: creating and testing iphone sentiment model. *modellinggalaxy.R*: creating and testing galaxy sentiment model. *datacollation.R*: preparing data collected from common crawl for model application. *erroranalysisiphone.R*: reviewing results and analysing modelling errors for iphone model. *erroranalysisgalaxy.R*: reviewing results and analysing modelling errors for galaxy model. *predictiphone.R*: applying iphone model to dataset for sentiment prediction. *predictgalaxy.R*: applying galaxy model to dataset for sentiment prediction. *sentimentDistribution.R*: comparing sentiment distribution accross all datasets. *datacompareiphone.R*: comparing data distribution between small and large iphone matrices. *datacomparegalaxy.R*: comparing data distribution between small and large galaxy matrices. *Phone Sentiment Analysis_ Business Report.pdf*: report of project.

近期下载者

相关文件


收藏者