Indice
Visual Analytics (602AA) - Course Semester 2020
- Salvatore Rinzivillo (rinzivillo [at] isti [dot] cnr [dot] it)
Schedule
- Monday, 16:00 - 18:00, Aula L1 Polo Fibonacci
- Friday, 16:00 - 18:00, Aula C1 Polo Fibonacci
News
To keep updated with the last news of the course, subscribe at the Telegram channel: https://t.me/va602aa
- [new] 2020-04-06: The lesson for today April 6th is canceled. Next lesson will be on Friday, April 17th, 2020
- The class on March 6th is canceled. The next lesson on Monday, March 9th from 16 to 18 will be kept on the group on Microsoft Teams. Please check that you have access to the platform. For any problem, please refer to the following instructions: https://www.unipi.it/index.php/docenti2/item/17671-corsi-online.
- The new edition is starting on Monday 17th February 2020 at 16:00 in Aula L1
Exams
Students will be admitted to the exam after the registration on the website http://esami.unipi.it. The exam consist of a discussion of the project. It is mandatory to submit a short report (6-10 pages) within the deadline by mail to instructor, specifying the tag “[VA]” in the subject.
Planned dates:
2020-06-15: project discussion (send your report+code by June 11th)2020-07-06: project discussion (send your report+code by July 2nd)2020-07-27: project discussion (send your report+code by July 23rd)- 2020-09-07: project discussion (send your report+code by September 3rd)
Project assignment
- A project should have the following requirements:
- The application should contain several visual widgets, each providing insights on a selection of dimensions of the original data
- It is possible to use state-of-the-art charts (bar charts, line charts, etc.) and libraries (plot.ly, nvd3, etc). It is a plus to implement a novel, original visualization to present the data in a creative, non-trivial way. (see examples on Vast Challenge 2008 developed in class). You can refer to visualization techniques already present in the literature, by adapting or implementing part of the solution.
- Interactivity should be implemented, providing toolbars, selections, and filters for the data.
- The visual widget should interact among them, realizing a set of linked displays to browse the data across multiple dimensions
- The project should be submitted as a Git repository
- The project report should be submitted 4 days before the discussion and should discuss at least the following points:
- Description of data and presentation of the pattern or model to communicate
- design choices: colors, interactions, shapes, transformations)
- state-of-art: similar tools or interfaces for the same problem
- Detailed description of the visualization with a description of the interaction
- use case example for an analytical task
The student may choose one of the following project proposals. She/he can also propose an additional topic. In this case, a project proposal should be submitted for approval, containing a description of the data, a sketch of the possible visualization and the motivation for the project.
VAST Challenge 2019 :!: **new**
The project assignment for the exam consists of the realization of a web application addressing data and mini-challenges presented for the VAST challenge 2019 (https://vast-challenge.github.io/2019/index.html).
Geological data visualization
This project has the objective of creating a visual dashboard to explore and browse geographical and geological data. This is a joint project with the IGG institute of CNR. Data available for the project can not be shared publicly. If interested, send me an email to fix a meeting to discuss more in detail.
Class Calendar
All exercises and code discussed during each lesson are available as a Git repository at: https://github.com/va602aa-2020
A collection of Observable Notebooks are available at: https://observablehq.com/collection/@rinziv/va602aa
Recordings of lessons on Microsoft Teams are accessible here:
https://web.microsoftstream.com/channel/a6b5e3aa-623d-435e-8601-419537901839
Follow the channel to be updated when new videos are published.
Day | Aula | Topic | Learning material | |
---|---|---|---|---|
01 | 2020/02/17 16:00-18:00 | L1 | Intro: Visual Analytics Process; | Slides ; VisMaster Book (Chapter 2) |
02 | 2020/02/21 16:00-18:00 | C1 | Node.js, NPM, Vue.js, GIT | Slides |
03 | 2020/02/24 16:00-18:00 | L1 | Vision, Perception and effective visualization | Slides |
04 | 2020/02/28 16:00-18:00 | C1 | Introduction to HTML, CSS, Javascript | Slides |
05 | 2020/03/02 16:00-18:00 | L1 | Perception Laws, Chart Taxonomy, DO and Don't examples | Slides |
2020/03/06 16:00-18:00 | C1 | No lesson | ||
06 | 2020/03/09 16:00-18:00 | MS Teams | Color models and Color Schemes | Slides |
07 | 2020/03/13 16:00-18:00 | MS Teams | Intro to SVG | Slides |
08 | 2020/03/16 16:00-18:00 | MS Teams | Scales | Slides |
09 | 2020/03/20 16:00-18:00 | MS Teams | Intro to D3.js | Slides; Observable Collection |
10 | 2020/03/23 16:00-18:00 | MS Teams | Data loading and transformation | Slides; Observable Collection |
11 | 2020/03/27 16:00-18:00 | MS Teams | Reusable D3.js components | Slides; Observable Notebook |
12 | 2020/03/30 16:00-18:00 | MS Teams | Visualizing Hierarchical Data | Slides |
13 | 2020/04/03 16:00-18:00 | MS Teams | VAST project introduction and project assignment | Slides; VASt 2019 webpage |
2020/04/06 16:00-18:00 | — | No Lesson | ||
2020/04/10 16:00-18:00 | — | No Lesson | ||
2020/04/13 16:00-18:00 | — | No Lesson | ||
14 | 2020/04/17 16:00-18:00 | MS Teams | Recap of Web technologies. Starting a new project with the class | GitHub Repository |
15 | 2020/04/20 16:00-18:00 | MS Teams | Geographic data | Observable Notebook; Slides |
16 | 2020/04/24 16:00-18:00 | MS Teams | Continuing project with the class | GitHub Repository |
2020/04/27 16:00-18:00 | — | No Lesson | ||
17 | 2020/05/04 16:00-18:00 | MS Teams | Geographic data (continued) | Observable Notebook; Slides |
18 | 2020/05/08 16:00-18:00 | MS Teams | Class Project: Vast Challenge 2008 - MC2 | GitHub Repository |
19 | 2020/05/11 16:00-18:00 | MS Teams | Visual Storytelling | Slides |
20 | 2020/05/15 16:00-18:00 | MS Teams | Class Project: Vast Challenge 2008 - MC2 | GitHub Repository |
21 | 2020/05/18 16:00-18:00 | MS Teams | Class Project: Vast Challenge 2008 - MC2 | GitHub Repository |
21 | 2020/05/22 16:00-18:00 | MS Teams | Class Project: Vast Challenge 2008 - MC2 | GitHub Repository |
22 | 2020/05/25 16:00-18:00 | MS Teams | Questions and Answers Session |
GITHub repository
All source code of exercises are available at the URL: https://github.com/va602aa-2020