Best Places to Find Pulibc Datasets for Your Projects: 2023 Edition
In the vast universe of data, finding the right dataset for your project can be a daunting task. Whether you're a data scientist, a researcher, or a hobbyist, the quality and relevance of the data you use can make or break your project. This article aims to guide you through some of the best places to find datasets for your projects, helping you navigate through this data cosmos with ease.
We'll explore a variety of sources, from popular open-source platforms to more niche, specific databases. Each source comes with its unique strengths and offerings, and understanding these can help you make an informed decision about where to source your data.
Kaggle (opens in a new tab) is a well-known platform among data enthusiasts. It's an open-source hub where anyone can post datasets, making it a treasure trove of data on a plethora of topics. Whether you're interested in earthquake data or sales data, Kaggle has got you covered.
To use Kaggle, simply type in your desired topic in the search bar, and you'll be presented with a list of relevant datasets. Each dataset comes with a brief description, and you can download it directly from the site. While some of these datasets may be a few years old, they're still valuable for building projects, especially if you're just starting out.
If Kaggle is a treasure trove, then Google Dataset Search (opens in a new tab) is your personal data detective. This tool scours the web to find datasets that match your search criteria. It's a bit more work than Kaggle as you may need to visit different websites to download the datasets, but it's a great way to find reliable data from across the internet.
For instance, if you're looking for a COVID-19 dataset, Google Dataset Search will find datasets from various sources, including Kaggle, CSV files, zip files, and PDFs. It's like having a personal assistant that does all the data hunting for you.
FiveThirtyEight (opens in a new tab) is an analytical news website that provides open access to the data they use for their news articles. This means you can download a wide variety of datasets from their site. For instance, if you're interested in NHL predictions, you can download the dataset they used for their article on the topic.
What sets FiveThirtyEight apart is that you can also verify the data they use in their articles. This transparency not only builds trust but also allows you to understand the context of the data better.
Data.gov (opens in a new tab) is a US-specific site, but similar sites exist for local governments or agencies in most countries. It's a valuable resource for US-specific, state-specific, or federal government-specific data. You can search for datasets on a variety of topics, such as healthcare, and download them directly from the site.
The data here is more government-specific, which makes it a reliable source for research and projects that require official data. For example, if you're looking into healthcare facilities, you can find a comprehensive dataset on licensed healthcare facilities on Data.gov.
While GitHub is primarily known as a platform for sharing code, it's also a valuable resource for datasets. Many users, including myself, post datasets here for free. If you search for "dataset" in GitHub, you'll
find hundreds of thousands of repositories. You can find datasets on a variety of topics, and you might even find entire projects with code and datasets included.
GitHub requires a bit more familiarity with its structure and functions, but once you get the hang of it, it's a goldmine of data. For instance, you can find mortality rate data in CSV format in one of the repositories.
- Awesome Public Datasets (opens in a new tab)
- Hugging Face Datasets (opens in a new tab)
- [Curated Core Datasets](https://github.com/datasets (opens in a new tab)
- Another Awesome Public Datasets (opens in a new tab)
- Datasets for ML (opens in a new tab)
- Datasets GitHub Topics (opens in a new tab)
For those with a penchant for space and astronomy, NASA's data portal (opens in a new tab) is a treasure trove of unique datasets. The data here is very specific and detailed, making it a great resource for projects that require in-depth, specialized data.
From meteorological data to astronomical observations, NASA's data portal offers a wide range of datasets that can add a unique dimension to your projects. While the data might be too specific for some projects, for those who need it, it's an invaluable resource.
Apart from the sources mentioned above, there are also several dataset search engines that can help you find more specific datasets. These search engines work by indexing datasets from various sources, making it easier for you to find the data you need.
Some popular dataset search engines include Dataset Search (opens in a new tab), DataHub (opens in a new tab), and Data.world (opens in a new tab). These platforms allow you to search for datasets across multiple sources, saving you the time and effort of searching each source individually.
Finding the right dataset for your project doesn't have to be a daunting task. With the right resources, you can find a plethora of datasets that can help you make your project a success. Whether you're looking for general datasets on Kaggle, government data on Data.gov, or space data on NASA's data portal, there's a dataset out there for every project.
Remember, the key to finding the right dataset is understanding your project's needs and knowing where to look. With the resources listed in this article, you're well on your way to finding the perfect dataset for your project. Happy data hunting!
What is Kaggle and how can it help me find datasets?
Kaggle is an open-source platform where anyone can post datasets. It's a great resource for finding datasets on a wide range of topics. You can search for datasets based on your needs and download them directly from the site.
I'm looking for government data. Where can I find this?
Data.gov is a great resource for US-specific, state-specific, or federal government-specific data. Similar sites exist for local governments or agencies in most countries. You can search for datasets on a variety of topics and download them directly from the site.
I need specific data for my astronomy project. Where can I find this?
NASA's data portal is a great resource for space and astronomy data. The data here is very specific and detailed, making it a great resource for projects that require in-depth, specialized data.