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A basic python 3 based web scraper for extracting reviews from Amazon. Built using Selectorlib and requests

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Amazon Review Scraper using Selectorlib

A simple amazon scraper to extract product details and prices from Amazon.com using Python Requests and Selectorlib.

Full article at ScrapeHero Tutorials

A completely web browser based commercial version of this scraper is available here - Amazon Product Review Scraper - ScrapeHero Marketplace

Usage

  1. Install Requirements pip3 install -r requirements.txt
  2. Add Amazon Product URLS to urls.txt
  3. Run python3 reviews.py
  4. Get data from data.csv

Example Data Format

title content date variant images verified author rating product url
Look just like the photo I love the shoes they are true to size , I wear a 7 1/2 but I ordered a 8 to allow a little extra room and I got just that 18 Sep 2018 Size: 8 Color: White/Metallic Silver/Dark Grey https://images-na.ssl-images-amazon.com/images/I/81wdRdaAfmL._SY88.jpg Yes Diane Johnson 5.0 Nike Women's Reax Run 5 Running Shoes https://www.amazon.com/Nike-Womens-Reax-Running-Shoes/product-reviews/B07ZPL752N/ref=cm_cr_dp_d_show_all_btm?ie=UTF8&reviewerType=all_reviews
After 20 returns Just writing a rare review on these . I love Nike’s but my feet don’t usually. So I’ve ordered and returned a lot. Tried again lol and these ARE AMAZING comfortable. So much that I may order 3 more this year just to have them. The color is so cute and clean and sporty. I’m 99.9% sure I’ve dinally found a pair of Nikes I’m not going to return , fingers crossed 🤞😊 08 May 2019 Size: 10 Color: White/Metallic Silver/Dark Grey https://images-na.ssl-images-amazon.com/images/I/717EKthL0BL._SY88.jpg Yes sherlain miranda 4.0 Nike Women's Reax Run 5 Running Shoes https://www.amazon.com/Nike-Womens-Reax-Running-Shoes/product-reviews/B07ZPL752N/ref=cm_cr_dp_d_show_all_btm?ie=UTF8&reviewerType=all_reviews
Half size up :) I have only run in them a couple of times, but so far they feel great. I normally wear a size 9, and I ordered a 9.5, and I’m glad I did. There is plenty of room, but not too much. The only thing that will take me getting used to is that they are slightly bulkier than my ASICS. Like any running shoes, I’m sure it will take a little bit of time to work out the stiffness and fully break them in, but they are amazing! 14 Dec 2018 Size: 9.5 Color: White/Metallic Silver/Dark Grey https://images-na.ssl-images-amazon.com/images/I/71ap+mslLBL._SY88.jpg Yes Blondie 5.0 Nike Women's Reax Run 5 Running Shoes https://www.amazon.com/Nike-Womens-Reax-Running-Shoes/product-reviews/B07ZPL752N/ref=cm_cr_dp_d_show_all_btm?ie=UTF8&reviewerType=all_reviews
Surprisingly comfortable I have a very hard time finding shoes that are comfortable for me, I have severe fibromyalgia with no help from medications because nothing works for me. So I am constantly looking for comfortable clothing and sneakers. Usually nike isnt good for me but after deciding to give this pair a try I was happy I did. Not only are they nice looking but they really are comfortable. I wore them all day today did a lot of walking and have zero issues with my feet hurting. Worth the extra money 26 Aug 2018 Size: 8 Color: White/Metallic Silver/Dark Grey Yes E Diaz 5.0 Nike Women's Reax Run 5 Running Shoes https://www.amazon.com/Nike-Womens-Reax-Running-Shoes/product-reviews/B07ZPL752N/ref=cm_cr_dp_d_show_all_btm?ie=UTF8&reviewerType=all_reviews
Cute and Stylish.. Great workout shoes. Very comfortable. 04 Sep 2017 https://images-na.ssl-images-amazon.com/images/I/713WLuPPK-L._SY88.jpg Yes Angel Buchanan 5.0 Nike Women's Reax Run 5 Running Shoes https://www.amazon.com/Nike-Womens-Reax-Running-Shoes/product-reviews/B07ZPL752N/ref=cm_cr_dp_d_show_all_btm?ie=UTF8&reviewerType=all_reviews
Great, Comfortable Shoe This is my second pair. They are the most comfortable tennis shoes I own, I can be on my feet all day and they don't hurt. I normally wear a 8.5 but in this shoe I wear a 9. I find the toe box is wider and more comfortable especially if I wear a little thicker sock, it's just roomy enough to my toes are scrunched together. I don't have a wide foot either. 18 Jul 2017 Size: 9 Color: White/Metallic Silver/Dark Grey Yes msgrnbay 5.0 Nike Women's Reax Run 5 Running Shoes https://www.amazon.com/Nike-Womens-Reax-Running-Shoes/product-reviews/B07ZPL752N/ref=cm_cr_dp_d_show_all_btm?ie=UTF8&reviewerType=all_reviews

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A basic python 3 based web scraper for extracting reviews from Amazon. Built using Selectorlib and requests

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