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work in progress.. 😱😱👩‍💻

Check if Amazon rating is reliable

IfamazonratingsReliable is a package used for sentimentally analyzing reviews of Amazon UK products. Certain words from buyer's reviews will be assigned to either positive value or negative value using Bing lexicon. If the number of negative words accounts for more than 40% of the total words, the product is considered as having got BAD reviews.

Installation

# first install the R package "devtools" if not installed devtools::install_github('jyanqa/46ab540a')

Usage

# load the package require(IfamazonratingsReliable)

Function

Function to extract reviews from one page

scrape_reviews(url,page_num) 
Click to coppy example scrape_reviews('https://www.amazon.co.uk/find-PHRL3236-Mens-Jumpers-Off-White/dp/B004I8VJ1Y?pf_rd_p=190f0313-4dcb-4239-b2ce-39f9d6bd3b5c&pd_rd_wg=NzF31&pf_rd_r=WJ0HCRPD99CTHV8XN0K0&ref_=pd_gw_unk&pd_rd_w=yoPcr&pd_rd_r=2a39592b-aee9-47b5-a65e-862257e0f4df&th=1',10)

Function to extract reviews from multiple pages

multiple_scrape(url,page_rage) 
Click to coppy example multiple_scrape('https://www.amazon.co.uk/find-PHRL3236-Mens-Jumpers-Off-White/dp/B004I8VJ1Y?pf_rd_p=190f0313-4dcb-4239-b2ce-39f9d6bd3b5c&pd_rd_wg=NzF31&pf_rd_r=WJ0HCRPD99CTHV8XN0K0&ref_=pd_gw_unk&pd_rd_w=yoPcr&pd_rd_r=2a39592b-aee9-47b5-a65e-862257e0f4df&th=1',1:4)

Function to check if the product got positive reviews in general

GetSentiment(url,page_rage) 
Click to coppy example GetSentiment('https://www.amazon.co.uk/find-PHRL3236-Mens-Jumpers-Off-White/dp/B004I8VJ1Y?pf_rd_p=190f0313-4dcb-4239-b2ce-39f9d6bd3b5c&pd_rd_wg=NzF31&pf_rd_r=WJ0HCRPD99CTHV8XN0K0&ref_=pd_gw_unk&pd_rd_w=yoPcr&pd_rd_r=2a39592b-aee9-47b5-a65e-862257e0f4df&th=1',1:2)

Function to visualyze top negative and positive words

plotbing(url,page_rage) 
Click to coppy example plotbing('https://www.amazon.co.uk/find-PHRL3236-Mens-Jumpers-Off-White/dp/B004I8VJ1Y?pf_rd_p=190f0313-4dcb-4239-b2ce-39f9d6bd3b5c&pd_rd_wg=NzF31&pf_rd_r=WJ0HCRPD99CTHV8XN0K0&ref_=pd_gw_unk&pd_rd_w=yoPcr&pd_rd_r=2a39592b-aee9-47b5-a65e-862257e0f4df&th=1',1:4)

License

GPL-3

Language

😅

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