Amazon Review Sentiment Analysis NLP Tools

Projects specifically analyzing sentiment in Amazon product reviews using NLP and machine learning techniques. Does NOT include general sentiment analysis on other platforms (see: reddit-sentiment-analysis, airline-sentiment-analysis, yelp-review-classification) or other Amazon-related NLP tasks beyond sentiment classification.

There are 48 amazon review sentiment analysis tools tracked. The highest-rated is sharmaroshan/Amazon-Alexa-Reviews at 39/100 with 10 stars.

Get all 48 projects as JSON

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# Tool Score Tier
1 sharmaroshan/Amazon-Alexa-Reviews

Using Natural Language Processing, Data Visualizations and Classification...

39
Emerging
2 arpan65/Customer-Review-Analysis-SaaS

Customer Review Analysis is a prototype open source platform to turn the...

39
Emerging
3 ngoquanghuy99/Sentiment-classification-of-Amazon-fine-food-reviews

A deep learning model (Bidirectional LSTM) using pretrained word embeddings...

37
Emerging
4 amri-tah/Amazon-Reviews-Sentiment-Analysis

This project focuses on sentiment analysis of Amazon product reviews using...

36
Emerging
5 alaBay94/Sentiment-analysis-amazon-Products-Reviews

NLP with NLTK for Sentiment analysis amazon Products Reviews

35
Emerging
6 jcharit1/Amazon-Fine-Foods-Reviews

A series of NLP projects with the Amazon Fine Foods Revews dataset

35
Emerging
7 codewithpandey/predicto

A chrome extension to predict star ratings according to the customer's review.

33
Emerging
8 tohid-yousefi/Sentiment_Analysis_on_Amazon_Product_Reviews

In this section, we will do a sentiment analysis on amazon product reviews.

33
Emerging
9 tianyiwangnova/2021_project__ReviewMiner

a PyPI package for analyzing customer reviews using aspect-based opinions...

32
Emerging
10 AjNavneet/Ranking-Sentiment-Analysis-Product-Reviews

Sentiment analysis model for ranking product reviews, highlighting the most...

31
Emerging
11 nikjohn7/Advanced-text-classification-with-SpaCy

This is a much more in-depth project of text classification using SpaCy,...

27
Experimental
12 siddh30/Amazon-Sentiment-Analysis

A Natural Language Processing based project - Sentiment Analysis of Amazon...

26
Experimental
13 blurred-machine/Amazon-Fine-Food-Review-Analysis-using-NLP-Techniques

This repository consists of analysis over Amazon fine food purchase reviews...

25
Experimental
14 Sharandip/Amazon-food-review-Sentiment-Analysis

Predict the sentiments of Amazon online consumer reviews.

25
Experimental
15 nayan-pradhan/AmazonReviewAnalysis_NLP

This project uses Machine Learning, Natural Language Processing (NLP), and...

24
Experimental
16 mattiaboller/Amazon-Reviews-NLP

Natural Language Processing project on a dataset of Amazon reviews.

24
Experimental
17 ianbrayoni/amazon-reviews-analysis

Web application for sentiment analysis on e-commerce electronic product...

23
Experimental
18 mr-robot77/Quera_G11-Project3

Amazon Products Image Classification & Customer Reviews Sentiment Analysis

23
Experimental
19 subhamyadav580/Amazon-Reviews-Predictions-of-Cell-Phones-and-Accessories

This project show the data visualisation of AMAZON Review dataset of Cell...

23
Experimental
20 memo-13-byte/Naive-Bayes-Sentiment-Analysis-Amazon-Reviews-Analysis

Advanced sentiment analysis on 70,000 Amazon reviews using ensemble NLP...

22
Experimental
21 or4k2l/Amazon_Customer_Behavior_Analyzer

Amazon product analytics: custom Pressure × Traction scoring, quadrant...

22
Experimental
22 vaitybharati/Assignment-11-Text-Mining-02-Amazon-Product-Reviews

NLP: Sentiment Analysis or Emotion Mining on Amazon Product Reviews -...

22
Experimental
23 devaeterne/NLP_AmazonReviews

Neuro Linguistic Programming - Amazon Reviews analysis

22
Experimental
24 Rahulraj31/NLP_Review_SportsAndOutdoor

Performing NLP on Amazon's review on sports and outdoor

22
Experimental
25 jteijema/asreview-plugin-model-switcher

A plugin for ASReview allowing for switching between models during runtime.

21
Experimental
26 hrishivib/amazon-review-classification

This repo have an example of amazon baby product reviews classification...

21
Experimental
27 Rebecasarai/Amazon-reviews-sentiment-analysis-pytorch

Sentiment Analysis of Amazon reviews with an LSTM PyTorch model, Naive...

21
Experimental
28 vineet416/Amazon_Reviews_Sentiment_Analysis

A complete end-to-end machine learning project that performs sentiment...

20
Experimental
29 xsfmGenius/AmazonSentimentAnalysis

基于Bi-LSTM的亚马逊评论情感二分类模型及可视化

20
Experimental
30 ayyucedemirbas/Amazon_Reviews_Sentiment_Analysis

Amazon Reviews Sentiment Analysis

19
Experimental
31 Amir-Tav/NLP-Sentiment-Analysis-

Sentiment analysis using NLP techniques on Amazon product reviews. It covers...

18
Experimental
32 Md-Emon-Hasan/ML-Project-Sentiment-Analysis-of-Amazon-Fine-Food-Reviews

💬 It uses NLP techniques to classify reviews as positive, neutral or...

17
Experimental
33 sarmadahmad8/Amazon-Reviews-Sentiment-Analysis-using-NLP-and-DeepLearning

Amazon Reviews Sentiment Analysis using Deep Learning

17
Experimental
34 MvMukesh/Amazon_Fine_Food_Review

Amazon Fine Food Reviews, a Sentiment Analysis problem used to classify...

17
Experimental
35 Rajsoni03/Sentiment-Analysis-of-Amazon-Product-Reviews

Sentiment analysis using GRU, LSTM, Convolution units, and transfer learning...

17
Experimental
36 MukundAabha/Sentiment_analysis_Amazon_reviewDataSet

Amazon is an online shopping website that now caters to millions of people...

17
Experimental
37 SENZO-NCEKANA/amazon-review-sentiment-analysis

Portfolio-ready sentiment analysis of Amazon product reviews using spaCy +...

15
Experimental
38 tzelepimaria/amazon-reviews-sentiment-analysis

Sentiment analysis of Amazon customer reviews using NLP and machine learning...

11
Experimental
39 SHREENITHI-TV/Amazon-Reviews-Sentiment-Analysis

Sentiment analysis of Amazon product reviews using classical machine...

11
Experimental
40 Shiva-Prasad-Naroju/Sentimental-Analysis-On-Kindle-Reviews-Using-NLP

📚 Performed sentiment analysis on Amazon Kindle reviews using BoW, TF-IDF &...

11
Experimental
41 thibeex/Sentiment-Analysis

NLP sentiment analysis on 568,454 Amazon food reviews using AFINN lexicon...

11
Experimental
42 mohitkumhar/amazon-product-review-sentiment-analysis

This project applies sentiment analysis to Amazon product reviews using...

11
Experimental
43 sushibreeder/amazon-reviews-analysis

Real-time Amazon product review analysis system with NLP sentiment...

11
Experimental
44 cracker-MDN/amazon-workforce-analytics

Analyzing 150% turnover at Amazon Fulfillment Centers through NLP sentiment...

11
Experimental
45 sinjoysaha/Amazon-Reviews-NLP

Sentiment Analysis of Amazon Book Reviews - A comparison of different ML...

10
Experimental
46 TeeBeee/Amazon-fine-foods-review

In this project, we have a big dataset of amazon fine foods in which we will...

10
Experimental
47 AlinaBaber/Customer-Reviews-Analysis-with-Machine-Learning-Deep-Learning---STV-Voting-Method

In this project, the user writes a review of a cosmetics product, and...

10
Experimental
48 GinnTers/Aspect-sentiment-review-classifier

A real-world NLP project that classifies customer sentiments by product...

10
Experimental