✔️ Save time scraping beauty and skincare sites

✔️ No need to learn Python or mess around with advanced programs

✔️ Jump start your projects with a ready-to-go data set

What You Need to Know

• There are over 18,000 skincare products and their ingredient lists
• Columns from left to right: date published, ingredient lists, product name
• File format: CSV, you can open it in excel or Google docs (contact me if you need another format)
• File size: 18.5MB – If you have issues downloading it, I can also send it via Dropbox
• Clean-up: There may be some html code (image tags, shortcode) after some ingredient lists, but in the same cell, that you can just delete or strip out
• Dates: All products were published from 2014 up to May 23, 2020.
• This will also include discontinued products (unavoidable, sorry!)
• No refunds, but I’m available for technical support.

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