Amazon Product Scraper: 2021
Description
A command-line tool for scraping Amazon product data to CSV or JSON format(s).
Requirements
- Python 3
- pip3
Installation
Using git clone (you'll need git installed for this):
git clone https://github.com/scrapewalrus/amazon-scraper-python-2021
Or download and extract the zip file of the project manually
You'll also need to install requirements for the project to run. Locate amazon-product-scraper folder via terminal and type pip install -r requirements.txt:
Usage
To launch the Amazon scraper locate the amazon-product-scraper folder via terminal and type python amazon_scraper.py -k "your keyword". This will start the program.
NOTE: you must declare either -k or --keyword before entering your keyword. It's a required argument.
Example:
amazon_scraper.py - the name of a scraper file.
-k or --keyword - required argument to pass before entering your keyword.
-p or --proxies - optional argument to enable proxies. To avoid getting blocked I highly recommend using proxies. I'm using Residential Proxies from Oxylabs. For highest success rate, I suggest Residential Proxies over Datacenter as they're almost impossible to detect and have the smallest footprint. If you decide to use different proxy provider services keep in mind that you'll have to make some minor adjustments in get-proxies.py file.
-j or --json - optional argument for storing extracted data in .json format. Default output format is .csv.
Example of product data #1: JSON
[
{
"SOURCE_URL": "https://www.amazon.com/s?k=funny+t+shirt+for+women&page=1",
"PAGE": 1,
"KEYWORD": "funny t shirt for women",
"PRODUCT_LINK": "https://www.amazon.com/Mostly-T-Shirt-Womens-Letter-Printed/dp/B07QN2NQ59/ref=sr_1_3?dchild=1&keywords=funny+t+shirt+for+women&qid=1627833682&sr=8-3",
"PRODUCT_NAME": "I'm Mostly Peace Love and Light Funny T-Shirt Womens Graphic Printed Short Sleeve Tops Tee",
"PRICE": "$21.99",
"PRODUCT_RATING": "4.6",
"NUMBER_OF_RATINGS": "1,637"
},
{
"SOURCE_URL": "https://www.amazon.com/s?k=funny+t+shirt+for+women&page=1",
"PAGE": 1,
"KEYWORD": "funny t shirt for women",
"PRODUCT_LINK": "https://www.amazon.com/YITAN-Women-Graphic-Funny-X-Large/dp/B074QMG4D7/ref=sr_1_4?dchild=1&keywords=funny+t+shirt+for+women&qid=1627833682&sr=8-4",
"PRODUCT_NAME": "YITAN Women's Cute Juniors Tops Teen Girl Tee Funny T Shirt",
"PRICE": "$12.99",
"PRODUCT_RATING": "4.6",
"NUMBER_OF_RATINGS": "12,281"
},
{
"SOURCE_URL": "https://www.amazon.com/s?k=funny+t+shirt+for+women&page=1",
"PAGE": 1,
"KEYWORD": "funny t shirt for women",
"PRODUCT_LINK": "https://www.amazon.com/DANVOUY-Womens-V-Neck-Doesnt-Definitely/dp/B07V55ZXVS/ref=sr_1_5?dchild=1&keywords=funny+t+shirt+for+women&qid=1627833682&sr=8-5",
"PRODUCT_NAME": "DANVOUY Womens If My Mouth Doesn't Say It My Face Definitely Will T Shirt",
"PRICE": "$12.99",
"PRODUCT_RATING": "4.6",
"NUMBER_OF_RATINGS": "6,787"
}]
Example of product data #2: CSV
9 Mar 01, 2022
269 Dec 20, 2022
1 Jan 23, 2022
5.1k Jan 05, 2023
13 May 01, 2022
11 Jul 13, 2022
1 Dec 24, 2021
0 Jan 11, 2022
82 Dec 18, 2022
1 Dec 10, 2022
340 Dec 18, 2022
45 Jul 28, 2022
218 Dec 26, 2022
89 Dec 17, 2022
2 Mar 01, 2022
33 Dec 14, 2022
15 Jan 07, 2022
7 Oct 18, 2022
6 Mar 12, 2022
14 Nov 12, 2022