Explore the free sources that will help to get the datasets for data science projects
Data science is a dynamic discipline where analysis, learning, and innovation depend heavily on the availability of diverse and high-quality datasets. This post examines several free resources that serve data scientists and provide a wealth of datasets for diverse applications.
Here are some free sources to get datasets for data science Projects.
Kaggle:
Kaggle, a prominent data science platform, offers a wealth of free datasets in ‘ .csv’ format. Hosting competitions and providing courses in machine learning and AI, Kaggle encourages hands-on learning. Enthusiasts can utilize datasets, such as the well-known Titanic dataset, to practice building machine-learning models. The platform fosters a collaborative community where users can share their insights and exchange knowledge.
GitHub:
GitHub, in addition to being a developer’s hub, is a rich source of datasets catering to data analysis needs. With filtering options based on language and keywords, users can easily find datasets aligned with their interests. The platform not only provides access to diverse datasets but also offers the opportunity to share and showcase data science projects globally, making it an ideal platform for building robust data science.
Data.world:
Data.world serves as a user-friendly platform that not only provides access to free datasets but also allows users to work on them directly through the website. Upon creating a free account, users can engage in up to three free projects, with the option to explore additional pricing plans for expanded storage needs. The platform’s search functionality, including the ability to filter by keywords, resources, organizations, or individuals, facilitates efficient dataset discovery. For those seeking even more precision, the “Create advanced filter” feature offers a tailored approach to finding specific datasets, enhancing the overall user experience.
DataHub:
DataHub, a SAAS data-publishing platform by Datopian, stands out as a comprehensive resource for public datasets, thoughtfully categorized by topic. In addition to its extensive dataset collection, DataHub offers a blog featuring articles on various data science subjects. What distinguishes DataHub is its user-friendly approach, providing clear documentation on platform usage and helpful tutorials for tasks like visualization creation and dataset management. This makes DataHub a valuable and user-centric hub for individuals involved in data science activities.
Humanitarian Data Exchange:
The Humanitarian Data Exchange (HDX) serves as an essential platform for accessing, sharing, and visualizing datasets, with a particular emphasis on humanitarian and COVID-19 data. Users can explore and filter datasets based on various parameters. Notably, the platform’s “Dataviz” tab offers a unique space to engage with COVID-19 data through compelling visualizations and discover impactful stories, making HDX a valuable resource for those seeking both data and meaningful insights in the humanitarian domain.
Data.gov:
Data.gov stands as a testament to the United States government’s commitment to data transparency and accessibility in the realm of data science. Serving as the primary repository for the government’s open datasets, it offers a wide array of information for users involved in research, data visualization, and application development. Notably, the platform allows free access to datasets without compulsory registration, promoting ease of use. The datasets cover a diverse spectrum of fields, including climate, energy, agriculture, ecosystems, and oceans, providing a valuable resource for individuals across various domains. While some datasets may come with specific requirements, Data.gov stands as a comprehensive hub for those seeking open data from the U.S. government.
Global Health Observatory:
The Global Health Observatory, curated by the World Health Organization, is a valuable resource for health-related data, freely accessible to the public. With comprehensive information on communicable and non-communicable diseases, mental health, mortality rates, medicines, vaccines, and more, it serves as a vital tool for those in the medical field or engaged in global health projects. The observatory’s current focus on COVID-19 data underscores its commitment to providing essential information for addressing the ongoing pandemic
