Machine Learning
Power your machine learning workflows with rich, structured, and constantly updated datasets. Using our machine learning data scraper, you can automatically collect information from sources like 谷歌地图, eCommerce platforms, and review sites — giving your AI models the high-quality data they need to learn, adapt, and predict.
Whether you’re building a recommendation engine, a computer vision model, or a sentiment analysis algorithm, real data is the key to better predictions. Our scrapers give you that data, clean and ready for machine learning pipelines.
Key Advantages of Using Outscraper for Machine Learning
High-Quality, Structured Datasets
Collect thousands or millions of clean, structured records with attributes like names, prices, categories, ratings, locations, and reviews — ready for your ML workflows.
Domain-Specific Data Collection
Every ML model needs specialized data. Choose your domain — from eCommerce pricing to geospatial points of interest — and scrape targeted datasets that match your problem space.
Real-Time Data for Dynamic Models
Keep your models up-to-date with automatically scheduled scrapes. You can refresh your dataset daily, weekly, or monthly to ensure your AI reflects the current state of the market or environment.
Scalable Cloud Infrastructure
No setup or maintenance needed. Our scraper infrastructure scales automatically to collect data from hundreds of thousands of pages in parallel — fast, reliable, and API-ready.
Easy Integration via API or Export
Download your datasets as CSV, JSON, or Excel files — or connect directly through API for seamless data ingestion into your training pipelines, data lakes, or notebooks.
立即试用
使用每月可更新的免费套餐，免费试用Outscraper。
常见问题
最常见的问题和答案
You can extract text, images, prices, locations, categories, and reviews from multiple public web sources.
Yes, schedule daily, weekly, or monthly scrapes to automatically refresh your training data.
Our scraper supports large-scale extraction — from hundreds to millions of data points — ideal for AI and ML research.
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