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.
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Clone the Repository: Clone this repository to your local machine.
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Install Dependencies: Install necessary Python dependencies using pip.
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Running the Application: Execute the Streamlit application to interact with the analysis.
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Input the Product Reviews Link: Provide the link to the product reviews page on Amazon.
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Analysis Results: View sentiment analysis results presented through bar charts and line charts.
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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.