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 44 amazon review sentiment analysis tools tracked. The highest-rated is arpan65/Customer-Review-Analysis-SaaS at 32/100 with 13 stars.

Get all 44 projects as JSON

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#	Tool	Score	Tier	Stars	Language
1	arpan65/Customer-Review-Analysis-SaaS Customer Review Analysis is a prototype open source platform to turn the...	32	Emerging	13	Jupyter Notebook
2	sharmaroshan/Amazon-Alexa-Reviews Using Natural Language Processing, Data Visualizations and Classification...	32	Emerging	10	Jupyter Notebook
3	ngoquanghuy99/Sentiment-classification-of-Amazon-fine-food-reviews A deep learning model (Bidirectional LSTM) using pretrained word embeddings...	30	Emerging	19	Python
4	amri-tah/Amazon-Reviews-Sentiment-Analysis This project focuses on sentiment analysis of Amazon product reviews using...	29	Experimental	10	Python
5	alaBay94/Sentiment-analysis-amazon-Products-Reviews NLP with NLTK for Sentiment analysis amazon Products Reviews	28	Experimental	47	Jupyter Notebook
6	jcharit1/Amazon-Fine-Foods-Reviews A series of NLP projects with the Amazon Fine Foods Revews dataset	28	Experimental	7	Jupyter Notebook
7	tohid-yousefi/Sentiment_Analysis_on_Amazon_Product_Reviews In this section, we will do a sentiment analysis on amazon product reviews.	26	Experimental	3	Jupyter Notebook
8	codewithpandey/predicto A chrome extension to predict star ratings according to the customer's review.	26	Experimental	3	Python
9	tianyiwangnova/2021_project__ReviewMiner a PyPI package for analyzing customer reviews using aspect-based opinions...	25	Experimental	5	Python
10	AjNavneet/Ranking-Sentiment-Analysis-Product-Reviews Sentiment analysis model for ranking product reviews, highlighting the most...	24	Experimental	3	Jupyter Notebook
11	or4k2l/Amazon_Customer_Behavior_Analyzer Amazon product analytics: custom Pressure × Traction scoring, quadrant...	23	Experimental	1	Jupyter Notebook
12	Sachin-D-N/Amazon_Food_Reviews In this repository, I am practiced and implemented various machine learning...	21	Experimental	7	Jupyter Notebook
13	memo-13-byte/Naive-Bayes-Sentiment-Analysis-Amazon-Reviews-Analysis Advanced sentiment analysis on 70,000 Amazon reviews using ensemble NLP...	20	Experimental	1	Jupyter Notebook
14	nikjohn7/Advanced-text-classification-with-SpaCy This is a much more in-depth project of text classification using SpaCy,...	20	Experimental	6	Jupyter Notebook
15	siddh30/Amazon-Sentiment-Analysis A Natural Language Processing based project - Sentiment Analysis of Amazon...	19	Experimental	8	Jupyter Notebook
16	blurred-machine/Amazon-Fine-Food-Review-Analysis-using-NLP-Techniques This repository consists of analysis over Amazon fine food purchase reviews...	18	Experimental	7	Python
17	Sharandip/Amazon-food-review-Sentiment-Analysis Predict the sentiments of Amazon online consumer reviews.	18	Experimental	2	Jupyter Notebook
18	nayan-pradhan/AmazonReviewAnalysis_NLP This project uses Machine Learning, Natural Language Processing (NLP), and...	17	Experimental	3	Jupyter Notebook
19	mattiaboller/Amazon-Reviews-NLP Natural Language Processing project on a dataset of Amazon reviews.	17	Experimental	3	Jupyter Notebook
20	vineet416/Amazon_Reviews_Sentiment_Analysis A complete end-to-end machine learning project that performs sentiment...	16	Experimental	1	Jupyter Notebook
21	ianbrayoni/amazon-reviews-analysis Web application for sentiment analysis on e-commerce electronic product...	16	Experimental	3	JavaScript
22	mr-robot77/Quera_G11-Project3 Amazon Products Image Classification & Customer Reviews Sentiment Analysis	16	Experimental	1	Jupyter Notebook
23	subhamyadav580/Amazon-Reviews-Predictions-of-Cell-Phones-and-Accessories This project show the data visualisation of AMAZON Review dataset of Cell...	16	Experimental	2	Jupyter Notebook
24	ramelica/Amazon_Analysis_Project Amazon Sales Analytics full pipeline for forecasting and insights 🐙. Python,...	15	Experimental	1	Python
25	vaitybharati/Assignment-11-Text-Mining-02-Amazon-Product-Reviews NLP: Sentiment Analysis or Emotion Mining on Amazon Product Reviews -...	15	Experimental	1	Jupyter Notebook
26	Rahulraj31/NLP_Review_SportsAndOutdoor Performing NLP on Amazon's review on sports and outdoor	15	Experimental	1	Jupyter Notebook
27	devaeterne/NLP_AmazonReviews Neuro Linguistic Programming - Amazon Reviews analysis	15	Experimental	1	Python
28	jteijema/asreview-plugin-model-switcher A plugin for ASReview allowing for switching between models during runtime.	14	Experimental	13	Python
29	Rebecasarai/Amazon-reviews-sentiment-analysis-pytorch Sentiment Analysis of Amazon reviews with an LSTM PyTorch model, Naive...	14	Experimental	1	Jupyter Notebook
30	hrishivib/amazon-review-classification This repo have an example of amazon baby product reviews classification...	14	Experimental	1	Python
31	SENZO-NCEKANA/amazon-review-sentiment-analysis Portfolio-ready sentiment analysis of Amazon product reviews using spaCy +...	13	Experimental	2	Jupyter Notebook
32	xsfmGenius/AmazonSentimentAnalysis 基于Bi-LSTM的亚马逊评论情感二分类模型及可视化	13	Experimental	5	Python
33	ayyucedemirbas/Amazon_Reviews_Sentiment_Analysis Amazon Reviews Sentiment Analysis	12	Experimental	4	Jupyter Notebook
34	Amir-Tav/NLP-Sentiment-Analysis- Sentiment analysis using NLP techniques on Amazon product reviews. It covers...	11	Experimental	2	Jupyter Notebook
35	SHREENITHI-TV/Amazon-Reviews-Sentiment-Analysis Sentiment analysis of Amazon product reviews using classical machine...	11	Experimental	—	Jupyter Notebook
36	tzelepimaria/amazon-reviews-sentiment-analysis Sentiment analysis of Amazon customer reviews using NLP and machine learning...	11	Experimental	—	Jupyter Notebook
37	cracker-MDN/amazon-workforce-analytics Analyzing 150% turnover at Amazon Fulfillment Centers through NLP sentiment...	11	Experimental	—	Jupyter Notebook
38	Shiva-Prasad-Naroju/Sentimental-Analysis-On-Kindle-Reviews-Using-NLP 📚 Performed sentiment analysis on Amazon Kindle reviews using BoW, TF-IDF &...	11	Experimental	—	Jupyter Notebook
39	thibeex/Sentiment-Analysis NLP sentiment analysis on 568,454 Amazon food reviews using AFINN lexicon...	11	Experimental	—	—
40	Rajsoni03/Sentiment-Analysis-of-Amazon-Product-Reviews Sentiment analysis using GRU, LSTM, Convolution units, and transfer learning...	10	Experimental	1	Jupyter Notebook
41	sarmadahmad8/Amazon-Reviews-Sentiment-Analysis-using-NLP-and-DeepLearning Amazon Reviews Sentiment Analysis using Deep Learning	10	Experimental	1	Jupyter Notebook
42	MukundAabha/Sentiment_analysis_Amazon_reviewDataSet Amazon is an online shopping website that now caters to millions of people...	10	Experimental	1	Jupyter Notebook
43	Md-Emon-Hasan/ML-Project-Sentiment-Analysis-of-Amazon-Fine-Food-Reviews 💬 It uses NLP techniques to classify reviews as positive, neutral or...	10	Experimental	1	Jupyter Notebook
44	MvMukesh/Amazon_Fine_Food_Review Amazon Fine Food Reviews, a Sentiment Analysis problem used to classify...	10	Experimental	1	HTML