A global network of community hubs for interactive learning and discovery
Learn about our interactive computing platform Join our network
We give communities a digital hub with the tools, resources, and data for their workflows
Resource and user management
Interactive interfaces
Computational knowledge bases
Membership in 2i2c’s community network provides access to our hub platform and services so your community can create an share knowledge with your own open infrastructure. We serve over 90 communities in research and education. See our community impact stories for inspiration.
From our blog
The 2i2c blog shares our recent enhancements and impact.
Adding User Group Insights to Cloud Cost Dashboards with Grafana
We are excited to announce that we have extended our cloud cost dashboards to support display costs filtered by user groups using Grafana! This new feature allows administrators to monitor and manage cloud expenses based on user group memberships in JupyterHub.
Yuvi on scaling maintainer intuition to facilitate PR review with PR triage boards
Yuvi has a recent post on the Jupyter blog on how his “maintainer intuition” about reviewable pull requests grew into the open-source pr-triage-board-bot, a reusable workflow that keeps GitHub Project boards curated for the JupyterHub, JupyterLab, and GeoJupyter communities.
Debisree Ray on her positive JupyterCon 2025 experience
We spotted a great post by Debisree Ray about JupyterCon 2025 on the Women in Technology blog. It’s full of thoughtful reflections about the community and the conference, and we wanted to share a few highlights.
Manage and monitor resources and users
Community leaders can manage user access to the hub, and provide each user their own workspace that persists over time.
Design interactive interfaces for data-driven discovery
JupyterLab provides a flexible user interface to create and explore notebooks, interactive visualizations, and computational narratives.
and 
. Example from Neuroglancer-JupyterLab.Choose a community environment, or create your own
Community leaders can offer many environments for users to fit all of their workflows.
and 
. Example from the NASA VEDA project.Share workflows with a community knowledge base.
Shared knowledge bases allow communities to contribute their ideas and work to a shared space that is accessible to the community.
and . Example from the CryoCloud JupyterBook.Share content and interactive links to a hub
Create and share a magic link to instantly share a copy of your content with anyone so that they can interact and explore with live code and data.
and . Example from the Spyglass toolbox paper.Serve linux applications via a remote desktop
You can provide users a full linux UI that provides access to GUI applications via the web.
. Example from the NASA VEDA project.Supported cloud providers
Learn more about our platform.
Learn more about our organization.
- Our Team Compass contains all of 2i2c’s organizational strategy, policy, and team practices.
- Our blog has updates about our service and organization.
- Our service documentation describes our in more detail.
- Our Infrastructure Guide describes all of our cloud infrastructure and engineering practices, with links to our codebase.