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MEDICAL & PHARMACEUTICAL DATA EXTRACTION

Businesses that depend on medical data use Zyte

Talk to usBuild scrapers with Zyte API

Structured medical drug data and pharmaceutical data

Web extracted medical data can open so many opportunities. With high-quality pharmaceutical data feeds, scale your project without any worries. We can help you extract pharmaceutical data from one or multiple medical and healthcare websites.

How to get pharmaceutical or medical data?

Getting valuable medical drug data and pharmaceutical data such as drug types, UNII, ingredients, dosage forms, and more in a structured format has never been easier.


Simply tell us where your online data is and our team of experts can get you the data, exactly how you want it. Fast and without the technical hassle.


Zyte Data Services supports a comprehensive list of data types and we have a QA process perfected for 10+ years to deliver high-quality pharmaceutical data.

Medical data extraction categories

  • Drug name

  • Drug type

  • Description

  • UNII

  • Ingredients

  • Dosage form

  • Other custom fields upon request

1[
2  {
3    "name": "Morphine",
4    "drugType": "Small Molecule",
5    "description": "Morphine, the main alkaloid of opium, was first obtained from poppy seeds in 1805.1 It is a potent analgesic, though its use is limited due to tolerance, withdrawal, and the risk of abuse.2 Morphine is still routinely used today, though there are a number of semi-synthetic opioids of varying strength such as codeine, fentanyl, methadone, hydrocodone, hydromorphone, meperidine, and oxycodone. Morphine was granted FDA approval in 1941",
6    "ingredients": ["Morphine acetate","Morphine hydrochloride","Morphine mesylate","Morphine nitrate","Morphine phosphate","Morphine sulfate", "Morphine sulfate pentahydrate", "Morphine tartrate"],
7    "unii": "76I7G6D29C",
8    "dosageForms": ["injection", "capsule"],
9    "url": "https://www.example.com/drugs/DB00295"
10  }
11]
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More data types we offer...

News & articlesProduct dataReal estateOrganisationProduct reviewsRestaurantMusicJobsFlightMovieVehiclesMedical drugForumCommentsSocial Media

The best way to collect medical & pharmaceutical data

We probably already extract data from your target website and can offer the data you need in a standardized schema that will make your life easier and save you time and money.

Zyte Data

The ultimate web scraping API, designed to automatically avoid bans in the most cost-effective way possible saving you time and money at every stage of your project.

Zyte API

Your Data Extraction Partner

Our web scraping team of experts can provide services to suit any size of business, from twinkly startups to Fortune 100’s.

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