Resources
:: Public datasets ::
- Yelp Open Dataset <= Used in some of our courses
- Google Dataset Search
- Open Care Data
- List of datasets through Data Science Central
- Location-based social networking data
- Data from CERN
- Patient record data (need registration and passing test)
- List of datasets in different categories by Microsoft
- Network data: incl Panama papers, Russion twitter trolls, Trumpworld, …
- Social contact data
- Network of intellectual cooperation
- Data for Climate Action D4CA
- Cool Datasets
- Armed Conflict Location & Event Data Project (ACLED)
- Stanford Large Network Dataset Collection
- List by Motaz Saad
- Journey of Analytics
- Harvard Dataverse
- Commercial Energy Load US
:: Visualization ::
Visual encoding overviews
- Time: https://vcg.informatik.uni-rostock.de/~ct/timeviz/timeviz.html
- Uncertainty: https://namastevis.github.io/uncertaintyVizBrowser/
- Trees: https://treevis.net/
- Text: https://textvis.lnu.se/
- Trust (in ML): https://trustmlvis.lnu.se/
Tools
- Svelte - General framework for creating web content and visuals
- D3 - Javascript visualisation library
- P5 - Another javascript visualisation library
- OpenProcessing - classroom platform for teaching P5
- Quil - clojure implementation of P5
:: Interesting talks ::
- Ben Fry on the principles of data visualization
- Miriah Meyer’s TEDx talk on biological data visualization
- Jeff Heer dataviz introduction
- Mike Bostock “Design = search problem”
- Kim Albrecht Untangling tennis
- Bret Victor Inventing on Principle
- Bret Victor Interactive Exploration of a Dynamical System
- Bret Victor Blindly Manipulating Symbols
- James Bednar Visualize any Data Easily, from Notebooks to Dashboards :: Scipy 2019 Tutorial
:: Interesting pieces of writing (papers, blogs, …) ::
- Bret Victor: