Healthcare & Pharma
Process documentation, collect data for market research, train AI, and develop new pharmaceutical products by analyzing big data.
Web scraping for healthcare and pharmaceutical companies is disrupting research and product development with big data from the web.
High-quality web data opens up new possibilities for research. Use it to uncover new trends, train AI models, or develop new medicine.
How fast is the world moving around us?
According to McKinsey, institutional investors have pumped more than $80 billion into health tech in the last five years. Using web data in healthcare has the potential to reduce the cost of treatment, predict outbreaks of epidemics, avoid preventable diseases, and improve the quality of life in general.
Our company is relatively small but has huge technical potential. Since I'm the only salesperson at the company, sometimes it's hard to just manually look up some data and write it down. Apify helps me a lot in extracting data from Google Search and Facebook
Dan Henyk
Strategic Partnerships
Providing actionable data to leading healthcare companies and public health institutions
How web scraping and web automation are redefining healthcare and pharma
Machine learningGenerate large-scale datasets from the web with defined variables for the training of your artificial intelligence and research models. Use the vast amount of publicly available data on the web to propel your research.
Document processingProcess and analyze large amounts of “natural language data” such as reviews, social media, images or location data. Collect this data in your preferred format and use it to test your hypothesis.
Market researchCollect data from global news sources and websites of your choice to track public sentiment, identify correlations, spot fake news, and gather up-to-date intelligence.
Product trackingTrack listings, products, keywords, and other data from different pharmaceutical companies and hospitals to monitor their performance. Automatically collect data in your preferred format and never miss the latest research or new drug launch.
New drug developmentDevelop new drugs and services by analyzing a large amount of data from selected websites and identifying emerging patterns. Send instant notifications to patients and other stakeholders about critical updates, for example for suicide and self-harm prevention.
Web automation for healthcare and pharmaAutomate your web workflows and any other work you usually do on the web manually. Let robots do the repetitive work of filling out online forms or copy-pasting data between your system. Connect other tools you use via ready-made integrations or APIs to make the web work for you and avoid human errors.
Get a custom solution for your healthcare web scraping project
- Outsource the development of your web scraping project to the biggest experts in the field.
- Extract data exactly when you need it by setting up a custom scheduler.
- Streamline the monitoring of your target websites and leave the maintenance and support to us.
- Get high-quality data from web scraping in your preferred format (JSON, CVS, XLS, HTML) and already structured for further processing.
- Automatically upload data via ready-made integrations or APIs for your existing tools to eliminate the risk of human error.
Extract the right data from any website at scale
1{
2 "geo": "US",
3 "date": "2021-06-02T00:00:00.000Z",
4 "query": "New Mexico special election",
5 "articles": [
6 {
7 "url": "https://www.cnn.com/2021/06/02/politics/melanie-stansbury-new-mexico-special-democrats-house-2022/index.html",
8 "image": {
9 "source": "CNN",
10 "newsUrl": "https://www.cnn.com/2021/06/02/politics/melanie-stansbury-new-mexico-special-democrats-house-2022/index.html",
11 "imageUrl": "https://t1.gstatic.com/images?q=tbn:ANd9GcQ2OuMEq7CBkLMZ9x_UUJz2HuzzgVjGqJtoNJ1kyzCFAcHaBDOCJaR7Gid1X7LtMGOWJd5j8ph2"
12 },
13 "title": "Why Democrats *really* needed that New Mexico special election ...",
14 "source": "CNN",
15 "snippet": "Unless you're a MAJOR political junkie, you likely missed that there was a special election to fill an open New Mexico congressional seat on Tuesday night.",
16 "timeAgo": "11h ago"
17 },
18 {
19 "url": "https://abcnews.go.com/Politics/blowout-mexico-special-election-hopeful-sign-democrats/story?id=78038436",
20 "image": {
21 "source": "ABC News",
22 "newsUrl": "https://abcnews.go.com/Politics/blowout-mexico-special-election-hopeful-sign-democrats/story?id=78038436",
23 "imageUrl": "https://t2.gstatic.com/images?q=tbn:ANd9GcQ4edfzjDyklD72m-KmUTjmjMk3HQjUKwF4jadPhO2ANlieGHq1HaTqjTYMMQEtYEifGl_edsez"
24 },
25 "title": "Blowout in New Mexico special election a hopeful sign for Democrats",
26 "source": "ABC News",
27 "snippet": "Democrat Melanie Stansbury won the special election in New Mexico's 1st Congressional District on Tuesday night, cinching a landslide victory for her party.",
28 "timeAgo": "14h ago"
29 },
30 {
31 "url": "https://www.foxnews.com/politics/new-mexico-special-election-results-takeaways",
32 "image": {
33 "source": "Fox News",
34 "newsUrl": "https://www.foxnews.com/politics/new-mexico-special-election-results-takeaways",
35 "imageUrl": "https://t3.gstatic.com/images?q=tbn:ANd9GcSsjfw3LVJFbeoQwrGQDm5TONqazUCintVuXEXesNk4IRXkzdzfpUKeNKb4teao2Vt5FPsHTJgV"
36 },
37 "title": "New Mexico special election results: Democrats' big win in blue ...",
38 "source": "Fox News",
39 "snippet": "State Rep. Melanie Stansbury, the Democratic candidate in a much-watched special election for a vacant House seat in New Mexico's 1st Congressional District, ...",
40 "timeAgo": "15h ago"
41 },
42 {
43 "url": "https://www.msnbc.com/rachel-maddow-show/why-dem-s-big-win-new-mexico-s-special-election-n1269296",
44 "image": {
45 "source": "MSNBC",
46 "newsUrl": "https://www.msnbc.com/rachel-maddow-show/why-dem-s-big-win-new-mexico-s-special-election-n1269296",
47 "imageUrl": "https://t1.gstatic.com/images?q=tbn:ANd9GcTQdiTEfYrCkixovox6LNyBKwGilmCeVruKTC0O-md3J_4wIUuYC6RZQUUrroxmqdXR7ZfWgbo6"
48 },
49 "title": "Why the Dem's big win in New Mexico's special election matters",
50 "source": "MSNBC",
51 "snippet": "Republicans saw New Mexico's congressional special election as an opportunity to test a specific message ahead of the 2022 races. That test failed.",
52 "timeAgo": "21h ago"
53 },
54 {
55 "url": "https://slate.com/news-and-politics/2021/06/democrat-win-stansbury-new-mexico-house-special-election-congress.html",
56 "image": {
57 "source": "Slate Magazine",
58 "newsUrl": "https://slate.com/news-and-politics/2021/06/democrat-win-stansbury-new-mexico-house-special-election-congress.html",
59 "imageUrl": "https://t2.gstatic.com/images?q=tbn:ANd9GcQ2CuLZjLihJkla2KhJBXFm-9ZHN5rnvQ3JDes08DhEbzSp9zBdEXtm_ZP8l_WPcCuBL_m3WWdj"
60 },
61 "title": "Is a Democratic Landslide in New Mexico's Congressional Special ...",
62 "source": "Slate Magazine",
63 "snippet": "Is a Democratic Landslide in New Mexico's Congressional Special Election a Sign? · Subscribe to the Slatest Newsletter.",
64 "timeAgo": "20h ago"
65 },
66 {
67 "url": "https://www.ny1.com/nyc/all-boroughs/politics/2021/06/02/democrat-melanie-stansbury-wins-u-s--house-race-in-new-mexico",
68 "image": {
69 "source": "Spectrum News NY1",
70 "newsUrl": "https://www.ny1.com/nyc/all-boroughs/politics/2021/06/02/democrat-melanie-stansbury-wins-u-s--house-race-in-new-mexico",
71 "imageUrl": "https://t1.gstatic.com/images?q=tbn:ANd9GcTrPidVdVnCwJGS7o33_7d-YZ2twJnQBxYd4fgpK8jk0Q2RGfr4eJIJz0MLInv21m8S77OZDojZ"
72 },
73 "title": "Democrat Melanie Stansbury wins New Mexico special House ...",
74 "source": "Spectrum News NY1",
75 "snippet": "Democrat Melanie Stansbury won election to Congress for New Mexico on Tuesday with a campaign closely tied to initiatives of the Biden administration.",
76 "timeAgo": "22h ago"
77 },
78 {
79 "url": "https://nymag.com/intelligencer/2021/06/democrat-wins-big-in-new-mexico-special-house-election.html",
80 "image": {
81 "source": "New York Magazine",
82 "newsUrl": "https://nymag.com/intelligencer/2021/06/democrat-wins-big-in-new-mexico-special-house-election.html",
83 "imageUrl": "https://t3.gstatic.com/images?q=tbn:ANd9GcRvWvz5hv6112g6Nv4QDJ7R2WCbW84lbfGOCh_DZnk04OMkZOJJcpk6B7CEwtHGprSQoO-fVe5r"
84 },
85 "title": "Democrat Wins Big in New Mexico Special Congressional Election",
86 "source": "New York Magazine",
87 "snippet": "In a New Mexico special election to replace Interior Secretary Deb Haaland, Democrat Melanie Stansbury easily defeated Republican Mark Moores and his ...",
88 "timeAgo": "17h ago"
89 }
90 ],
91 "exploreLink": "https://trends.google.com/trends/explore?q=New+Mexico+special+election&date=now+7-d&geo=US",
92 "relatedQueries": [],
93 "formattedTraffic": 50000
94}Why do healthcare & pharmaceutical companies choose Apify?
FlexibilityWhatever your unique needs might be, there is no limit to what Apify can provide when it comes to web automation and data extraction. We believe that there is always a solution.
ReliabilityThe Apify team will set up your solution and make sure it remains up and running. We make sure you get data you can rely on so you can make the right decisions.
ScalabilityYour solution can adjust as you grow and data can be extracted at scale. Millions of pages can be scraped, and TBs of data can be transferred as often as you need it.