Code Ocean ( https://codeocean.com/ ) is an online platform for data science and scientific research, designed to help researchers manage, share and reproduce research code and data more easily. The following are the main uses and features of Code Ocean:
Code and data management: Code Ocean allows researchers to store, manage and organize their research code and data in the cloud. This helps ensure the security and accessibility of research materials, reducing the risk of loss or confusion.
Replicate and validate research: By providing a fully reproducible environment, Code Ocean helps other researchers validate and replicate previous research results. This helps to strengthen the credibility and reliability of the study.
Online collaboration: The platform allows multiple researchers to collaborate on a project simultaneously. They can share code, data, notes and documents, promoting team collaboration and knowledge sharing.
No local installation required: Researchers can access Code Ocean through a browser to easily run and edit code without the need to install additional software or configure a development environment.
Automated documentation generation: Code Ocean can automatically generate documentation, including code comments, result visualizations, and descriptive text, helping researchers better record their work.
Open sharing: Researchers can choose to share their projects publicly, allowing others to view and use their code and data, promoting scientific sharing and collaboration. ( https://codeocean.com/explore/3576fb4e-b966-46e0-87c9-617a92a8f0b3?page=1&filter=all&field=Social%20Sciences )
Supports multiple programming languages: Code Ocean supports multiple common programming languages, including Python, R, Julia, etc., as well as frameworks for machine learning and deep learning.
Scalability and flexibility: Researchers can customize the environment as needed to accommodate a variety of different research projects and needs.
(Project case: https://codeocean.com/capsule/2053023/tree/v1 )
