Analyze Amazon Product Reviews
Budget: €30 – €250 EUR
Given thousands or product reviews in local language, from different marketplaces, I need to automatically structure all feedback using a Natural Language Processing algorithm and advanced machine learning techniques. The ideal tool for this purpose is AWS Comprehend, from Amazon Web Services.
The process must be as follows:
1. Identify topics that consumers write on reviews related to a specific category.
2. Perform category sentiment analysis of opinions. Sentiment scores 1 if possitive, 0 if neutral, -1 if negative.
Each review may have many topics and we need to score a sentiment for each topic in each review.
Automatic monthly update of the analysis.
The attached file shows the structure of the data, input and output.
The process must be as follows:
1. Identify topics that consumers write on reviews related to a specific category.
2. Perform category sentiment analysis of opinions. Sentiment scores 1 if possitive, 0 if neutral, -1 if negative.
Each review may have many topics and we need to score a sentiment for each topic in each review.
Automatic monthly update of the analysis.
The attached file shows the structure of the data, input and output.