Course at EMBL-EBI
Data visualisation for biology: A practical workshop on design, techniques and tools
As biological datasets increase in size and complexity, we are moving more and more from an hypothesis-driven research paradigm to a data-driven one. As a result, exploration of that data has become even more crucial than in the past.
In this 5-day workshop, we will dive into the topic of biological data visualization and how it can be used to gain insight in and get a "feel" for a dataset, so that targeted analyses can be defined. We will start by covering theoretical questions like: What is data visualization? How do we perceive images? How can we visualise data in the best possible way? As the workshop continues, it will become more and more hands-on and interactive. In the workshop, we will focus on omics (e.g. genomics, transcriptomics) data rather than e.g. imaging data.
Who is this course for?
This course is targeted at biologists who want to explore, and gain further insight, into their own data through the use of visualisation and design approaches. Some prior experience in programming would be beneficial, but pre-reading and exercises will be sent out to all successful applicants prior to the start of the course. Example datasets will be provided which include:
- gene-gene interaction data
- gene-disorder links
- phylogeny of transcription factors
- ChIP-Seq and RNA-Seq
What will I learn?
Learning outcomes
After this course you should be able to:
- Explore theories of perception and cognition
- Identify frameworks to comprehend data visualisation
- Understand the concepts of visual design process
- Implement visualisations with specific tools (D3)
Course content
During this course you will learn about:
- Textbook (included): "Making data visual" (D Fisher & M Meyer)
- Recommended Textbook: "Visualization analysis and design" (T Munzner)
Trainers
University of Hasselt, Belgium
EMBL-EBI, UK
GSK, UK
EMBL-EBI, UK
Programme
Day 1 – Monday 11 March 2019 |
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09:00-10:00 | Arrival and registration | |
10:00 - 10:30 | Welcome and introduction | Vera Matser |
10:30 - 12:30 | Basics of data visualisation and visual analytics | Jan Aerts |
12:30 - 13:30 | Lunch | |
13:30 - 15:00 | Basics of data visualisation and visual analytics | Jan Aerts |
15:00 - 15:30 | Break - outside Kendrew Lecture Theatre | |
15:30 - 17:00 | Keynote "Steal from the best - how to structure interactive stories" - Kendrew Lecture Theatre | Adam Frost |
19:00 | Evening meal |
Day 2 – Tuesday 12 March 2019 |
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09:30 - 11:00 | Data visualisation 101 | Niki Karamanis |
11:00 - 11:30 | Break | |
11:30 - 12:30 | EBI data viz showcase | EBI service teams |
12:30 - 13:30 | Lunch | |
13:30 - 15:00 | User Experience workshop | Niki Karamanis |
15:00 - 15:30 | Break | |
15:30 - 17:30 | User Experience workshop (continued) | Niki Karamanis |
19:00 | Evening meal |
Day 3 – Wednesday 13 March 2019 |
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09:00 - 10:30 | Implementing visualisations using D3 | Ryo Sakai |
10:30 - 11:00 | Break | |
11:00 - 12:30 | Implementing visualisations using D3 | Ryo Sakai |
12:30 - 13:30 | Lunch | |
13:30 - 15:00 | Implementing visualisations using D3 | Ryo Sakai |
15:00 - 15:30 | Break | |
15:30 - 17:30 | Implementing visualisations using D3 | Ryo Sakai |
19:00 | Evening meal |
Day 4 – Thursday 14 March 2019 |
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09:00 - 10:30 | Implementing visualisations using D3 | Ryo Sakai |
10:30 - 11:00 | Break | |
11:00 - 12:30 | Implementing visualisations using D3 | Ryo Sakai |
12:30 - 13:30 | Lunch | |
13:30 - 15:00 | Implementing visualisations using D3 | Ryo Sakai |
15:00 - 15:30 | Break | |
15:30 - 17:30 | Implementing visualisations using D3 | Ryo Sakai |
19:00 | Evening meal |
Day 5 – Friday 15 March 2019 |
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09:00 - 10:30 | Presentation and visual design on a dataset | All trainers |
10:30 - 11:00 | Break | |
11:00 - 12:30 | Presentation and visual design on a dataset | All trainers |
12:30 - 13:30 | Lunch | |
13:30 - 15:00 | Presentation and visual design on a dataset | All trainers |
15:00 - 15:30 | Break | |
16:00 - 16:30 | Course feedback and wrap-up | All trainers |
16:30 | Shuttle to Cambridge Station |
In order to be considered for the course, applicants are required to submit a visualisation in WORD document format that you have created recently and would like to improve after you have attended the course. If you haven't created a visualisation yet, please attach an example visualisation similar to what you expect to produce and improve. Please submit your document to Frank O'Donnell frank@ebi.ac.uk on/before 25 January 2019 - 12:00 GMT