For a platform that aggregates public data from around the world and makes it easily accessible for analysis, Data Commons is a good example of a comprehensive solution. It's got a public repository of data indexed from more than 193 countries, 110,000 cities and 5,000 states and provinces. The service spans a broad range of topics, including economics, demographics, health, sustainability, education, housing and justice. You can download data for analysis or use it in your own projects with tools like a map explorer, scatter plots, timelines and a place explorer. It also integrates with other tools, like the Knowledge Graph and Timelines Explorer, and is geared for people in science, policy and journalism.
Another good option is Opendatasoft, which centralizes, shares and uses data assets in a simple, secure and interactive way. The platform can be used for a variety of use cases including internal data portals, ecosystem data portals, open data portals, data governance and more. It includes data management features like integration, processing, metadata management and data visualization, as well as powerful user experience tools like a data asset catalog, intelligent search and collaborative features. Opendatasoft is designed to be scalable and works with different technology stacks, so it's a good option for different data aggregation needs.
For those who want to analyze data in real time, Datashake is an on-demand data aggregation platform with a visual interface and developer APIs. It can handle a variety of data types including online reviews, forums, social media and news, and is good for product development, market research, campaign tracking and more. Datashake uses machine learning and Large Language Models to improve data quality and offers tools like the Review Scraper API and Web Scraper API for easy data collection and analysis.
If you need a powerful data collection and scraping solution, Bright Data is a good option. It has a network of more than 72 million residential proxy IPs from 195 countries and includes features like Unlocker for bypassing blocks and CAPTCHAs, a dynamic browser for unblocking, and hosted serverless functions for running scrapers. Bright Data is geared for ethical web data collection and offers tools for actionable competitive intelligence, so it's good for industries like e-commerce and real estate.