Search results

Working Title: 10 Simple Rules for Researchers Engaging in Data Science and Domain Science Collaboration

Status: Open.

#16 In lemon-labs/10-simple-rules;

· fsahneh opened on Jun 20, 2019

Platforms should provide diagnostic/instrumental information to help project management

Status: Open.

#15 In lemon-labs/10-simple-rules;

· rndsrc opened on May 15, 2019

Platform should support people coming and going

Status: Open.

#14 In lemon-labs/10-simple-rules;

· rndsrc opened on May 15, 2019

To ensure continuity utilize well known abstractions/UI/tools that are easy to onboard; but allow scalable backend technology to rapidly evolve

Status: Open.

#13 In lemon-labs/10-simple-rules;

· rndsrc opened on May 15, 2019

Choose abstracts/tools that are welcoming to domain and data science

Status: Open.

#12 In lemon-labs/10-simple-rules;

· rndsrc opened on May 15, 2019

Platforms should align with the needs of the research and expertise in the team

Status: Open.

#11 In lemon-labs/10-simple-rules;

· rndsrc opened on May 15, 2019

Automate and document the workflow for reproducibility. Data has to move around a lot. Big data. Can facilitate collaboration because you don’t have to reinvent the wheel for every project

Status: Open.

#10 In lemon-labs/10-simple-rules;

· rndsrc opened on May 15, 2019

Share responsibility for efficient data exchange between data and domain scientists. Within a project, data must be structured appropriately for data science modeling, and domain scientists must be able to easily understand, interpret, and visualize model outputs. Final data products should be delivered in a form that is useful beyond the life of the project.

Status: Open.

#9 In lemon-labs/10-simple-rules;

· rndsrc opened on May 15, 2019

Collaborate as early as possible to establish best practices in data collection - to make your data as useful as possible. Learn from statistics. Think about formats as well as quality and quantity of data. Don’t get too wedded to your favorite data format.

Status: Open.

#8 In lemon-labs/10-simple-rules;

· rndsrc opened on May 15, 2019

Follow good data management practices. These are domain neutral, but might have additional requirements in your domain. Researchers need to think about data management outside their domain and make their data FAIR for everyone in the project to use it.

Status: Open.

#7 In lemon-labs/10-simple-rules;

· rndsrc opened on May 15, 2019

Ensure domain scientists and data scientists get significant intellectual value from the project

Status: Open.

#6 In lemon-labs/10-simple-rules;

· rndsrc opened on May 15, 2019

Be willing to collaborate

Status: Open.

#5 In lemon-labs/10-simple-rules;

· rndsrc opened on May 15, 2019