Nature Search Results Scraper 🔬 ## 🔎 What does Nature Search Results Scraper do? This actor scrapes research articles from Nature's search results pages. It extracts comprehensive information about scientific publications including titles, authors, metadata, and more from Nature.com search results. ## ✨ Key Features - 📑 Scrapes detailed article information from Nature search results - 👥 Extracts author lists and their details - 📊 Captures article metadata (type, open access status, publish date, etc.) - 🖼️ Retrieves article preview images - 📈 Supports pagination and handles multiple search URLs - ⚡ Fast and efficient with built-in rate limiting - 🛡️ Uses proxy rotation for reliable scraping ## 💎 Output Data Structure The actor outputs detailed article information in JSON format, including: - Article title and URL - Full author list - Article description/abstract - Publication metadata (journal name, volume info, publish date) - Open access status - Preview image URL ## 🎯 Use Cases - Research trend analysis - Academic paper monitoring - Scientific literature database building - Publication tracking - Research impact assessment ## 💡 Tips - Use specific search queries for better results - Adjust maxItems to control the number of results - Consider using proxy for large-scale scraping - Search URLs should be from Nature.com's search interface ## 📚 Input Parameters - searchUrls: Array of Nature.com search URLs to scrape - maxItems: Maximum number of items to scrape - proxyConfiguration: Optional proxy settings ## 🔍 Sample URL ### Input Example A full explanation of an input example in JSON. json { "searchUrls": [ "https://www.nature.com/search?q=ai&article_type=research&subject=engineering&order=relevance" ], "maxItems": 60 } ### Output sample The results will be wrapped into a dataset which you can always find in the Storage tab. Here's an excerpt from the data you'd get if you apply the input parameters above: And here is the same data but in JSON. You can choose in which format to download your data: JSON, JSONL, Excel spreadsheet, HTML table, CSV, or XML. json [ { "searchUrl": "https://www.nature.com/search?q=ai&article_type=research&subject=engineering&order=relevance", "title": "Advanced AI-driven techniques for fault and transient analysis in high-voltage power systems", "url": "https://www.nature.com/articles/s41598-025-90055-7", "description": "", "authors": [ "Abdul Aziz", "Muhammad Zain Yousaf", "Ievgen Zaitsev" ], "metadata": { "type": "Research", "isOpenAccess": true, "publishDate": "2025-02-15", "journal": "Scientific Reports", "volumeInfo": "Volume: 15, P: 1-18" }, "imageUrl": "https://media.springernature.com/w290h158/springer-static/image/art%3A10.1038%2Fs41598-025-90055-7/MediaObjects/41598_2025_90055_Fig1_HTML.png" }, ... ] ## Related Actors - 📚 arXiv Search Scraper - Extract research paper data from arXiv with comprehensive metadata and abstracts - 🎓 Google Scholar Scraper - Collect up to 5000 scholarly results with flexible search options and citation filtering - 🔍 PubMed Search Scraper - Extract research papers and academic articles with comprehensive metadata from PubMed - 📄 Article Content Extractor - Extract clean article content and metadata from any web page with structured information - 🔍 AI-powered Search - Get AI-enhanced search summaries with references and optimization tips - 🔍 Google News Scraper - Collect up to 5000 news articles with flexible search options and language support - 📚 Substack Publications Scraper - Get comprehensive data about newsletters and publication metrics - 📚 Substack Posts Scraper - Extract comprehensive post data including title, author and publication details - 📚 Medium Posts Search Scraper - Get detailed information about articles, authors and engagement metrics - 🔍 Keyword Discovery Tool - Discover new keyword ideas and uncover valuable search insights - 🔍 Keyword Suggestions Scraper - Get keyword suggestions from multiple search engines and platforms - 🔍 Keyword Density Checker - Analyze webpage content to calculate keyword density and frequency - 📊 Text Sentiment Analysis - Analyze text sentiment with detailed breakdown of positive, negative and neutral tones - 📝 Text Summarization - Generate concise summaries while preserving original content and intent - 🌐 URL Metadata Crawler - Extract comprehensive metadata from web pages including meta tags and Open Graph data