jiaveria/streamlit_nlp

A web app showing product reviews stats of different e-commerce sites.

Amazon Product Reviews Analysis

This repository contains Python code for scraping and analyzing product reviews from e-commerce websites, particularly focusing on Amazon. The analysis includes sentiment analysis of the reviews to provide insights into customer opinions about the product.

Usage Instructions

1. Clone the Repository: Clone this repository to your local machine.

2. Install Dependencies: Install necessary Python dependencies using pip.

3. Running the Application: Execute the Streamlit application to interact with the analysis.

4. Input the Product Reviews Link: Provide the link to the product reviews page on Amazon.

5. Analysis Results: View sentiment analysis results presented through bar charts and line charts.

Additional Information

• Scraping Function: Utilizes the AutoScraper library for scraping product reviews.

• Sentiment Analysis: Uses the VADER model from the nltk library for sentiment analysis.

• Output Files: Scraped reviews and sentiment analysis results are saved in CSV files.