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Aspect Based Sentiment Analysis

I want a project that does aspect based sentiment analysis on textual data regarding cars... it should use Principal Component Analysis and any word embedding. It should be able to find chief aspects from reviews, find their polarity, then categorize them according to 6 classes: Cost, Comfort, Design, Safety, Performance and Technology. Then, it should be able to find aspect category polarity detection. Finally, it should be able to input any review and output polarity of each aspect in the review.

Dataset should be combination of "Edmunds-Consumer Car Ratings and Reviews" for 10 popular cars..

URL for these datasets and ABSA code is [login to view URL] .

Skills: Data Mining, Statistical Analysis, Algorithm, Data Science

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About the Employer:
( 0 reviews ) Ambala, India

Project ID: #30524793

8 freelancers are bidding on average ₹9813 for this job

(99 Reviews)
7.3
suyashdhoot

Hi I am a very experienced statistician, data scientist and academic writer. I have completed several PhD level thesis projects involving advanced statistical analysis of data. I have worked with data from several comp More

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sajjadtaghvaeifr

Hi, I hope you are doing fine. I have almost 10 years of experience in machine learning algorithms. I can implement various types of artificial intelligence algorithms including yours with Matlab, Python and etc. I hav More

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subhabahapal

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saba106

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2.8
mk0524

Hi, I am an NLP researcher at Language Technologies Research Centre(LTRC), IIITH. I am well experienced with various NLP tasks such as Sentiment Analysis, Summarisation, Question Answering, and Multimodal Language Anal More

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uvtxyz1991

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nrrajuu7

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