29:null 2a:["$","title",null,{"children":"Advanced Data Visualization Course | Observable | Observable"}] 2f:T464,

Advanced Data Visualization: Techniques, Interaction,
and Data Patterns

Instructor
Robert Kosara,
Data Visualization Developer at Observable

Dates and times
June 13th, 15th, 20th, 22nd, 27th
at 9:00 AM PST / 12:00 PM EST

30:T62e,31:[{"id":"e32854e10061336028391e49b6621fe37d68ec74d395f0c6151fe98f016a55b803e801254b048c779c579360bdcba41f34f1cb360d47df91054e8a9cc0eac17e","href":"https://static.observableusercontent.com/files/e32854e10061336028391e49b6621fe37d68ec74d395f0c6151fe98f016a55b803e801254b048c779c579360bdcba41f34f1cb360d47df91054e8a9cc0eac17e","name":"robertkosara.jpeg","type":"image/jpeg","lastModified":1684257006435.234,"size":87790}] 2d:{"id":"a002f2d2b615b75f","slug":"advanced-data-visualization-course","title":"Advanced Data Visualization Course","thumbnail":"620c72277fdf99cfa2cf10a508981207d9b76159747c2d2cc14e428d6b7313dc","access_level":"public","create_time":"$D2023-04-26T18:06:07.546Z","update_time":"$D2023-06-20T21:56:59.114Z","view_time":null,"first_public_time":"$D2023-05-30T22:45:14.640Z","has_unpublished_edits":null,"fork":false,"stars":22,"starred":false,"owner":{"type":"team","id":"f35c755083683fe5","login":"observablehq","name":"Observable","avatar_url":"https://avatars-next.observableusercontent.com/424c6c1f7794371c9915a160519bdfb34cf34e50069fcd6def38a1a04d4e9702","tier":"enterprise_2024"},"version":207,"publish_version":null,"role":null,"authored":false,"authors":[{"type":"individual","id":"ce771552211c04ab","login":"rkosara","name":"Robert Kosara","avatar_url":"https://avatars-next.observableusercontent.com/105903f7d3ac285a1489b547eecce8f57bd15052862a307c4c2242f847d44a67","tier":null}],"members":[{"type":"team","id":"f35c755083683fe5","login":"observablehq","name":"Observable","avatar_url":"https://avatars-next.observableusercontent.com/424c6c1f7794371c9915a160519bdfb34cf34e50069fcd6def38a1a04d4e9702","tier":"enterprise_2024","role":"editor"}],"comments":[],"custom_thumbnail":true,"trashed":false,"lapsed":null,"subscribed":null,"forks":9,"collection":{"id":"930c843729ddecbf","slug":"advanced-data-vis-course","title":"Advanced Data Viz Course","owner":{"id":"f35c755083683fe5","login":"observablehq","name":"Observable"}},"type":"notebook","body":{"title":"Advanced Data Visualization Course","cells":[{"id":37,"value":"$2f","pinned":false,"hidden":false,"mode":"html","author":"$undefined","summary":"$undefined","output":"","database":"$undefined"},{"id":25,"value":"## Goals\n\nBuilding on top of _[Data Visualization Fundamentals and Best Practices](https://observablehq.com/@observablehq/datavizcourse?collection=@observablehq/data-vis-course)_, this course will move on to more advanced visualization techniques and provide more background about why, how, and when to use them. It will also cover a bit more theory, especially the grammar of graphics, and talk about the differences between Plot and D3. Data issues will also be discussed, like how to deal with missing data, how to show uncertainty in the data, as well as unexpected effects when dealing with subsets of data like Simpson's Paradox.","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","output":"","database":"$undefined"},{"id":128,"value":"## Topics","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","output":"","database":"$undefined"},{"id":93,"value":"details(md`### Lesson 1: Introduction \n** June 13th **\n- Introduction\n- Common and uncommon techniques\n- Grammar of graphics, Plot vs. D3\n- Scatterplot matrix`,\nmd`### Lesson 2: Data\n** June 15th **\n- Different shapes of data (long vs. wide)\n- Data issues, like coding of data\n- Missing data\n- Parallel coordinates`\n)","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":105,"value":"details(md`### Lesson 3: Interaction \n** June 20th **\n- Simple filtering\n- Cross-filtering\n- Simpson's paradox\n- Radial trees, treemaps`,\nmd`### Lesson 4: Presentation and Audience\n** June 22nd **\n- Showing uncertainty in the data\n- Presentation and storytelling\n- Audience\n- Unit charts, ISOTYPE`\n)","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":114,"value":"details(md`### Lesson 5: Time \n** June 27th **\n- Temporal data\n- Seasonality, aggregation\n- Smoothing\n- Connected scatterplot`, md``\n)","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":11,"value":"___\n## Dates and times\n\n- Tuesday-Thursday\n- June 13th, 15th, 20th, 22nd, 27th\n- 9:00 AM PST / 12:00 PM EST\n","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","output":"","database":"$undefined"},{"id":171,"value":"

\n","pinned":false,"hidden":false,"mode":"html","author":"$undefined","summary":"$undefined","output":"register","database":"$undefined"},{"id":141,"value":"____\n## About the Instructor\nRobert Kosara is a Data Visualization Developer at Observable. Before joining Observable, Robert was research scientist at Tableau Research, and before that professor of Computer Science at UNC Charlotte. He has conducted and published research on a variety of topics in data visualization, including novel visualization techniques, perceptual issues, and narrative visualization.\n\n\nConnect: [Observable](https://observablehq.com/@rkosara) | [LinkedIn](https://www.linkedin.com/in/rkosara/) | [Twitter](https://twitter.com/eagereyes) | [Mastodon](https://vis.social/@eagereyes) \n","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","output":"","database":"$undefined"},{"id":139,"value":"bannerrobert(\"Interested in learning more about collaborating with data?\", \"Sign up for free\", \"https://observablehq.com/product?utm_medium=social&utm_campaign=sql_course&utm_source=observablehq.com\")","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":84,"value":"----\n\n## Appendix","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined","output":"","database":"$undefined"},{"id":137,"value":"import {bannerrobert} from \"@observablehq/coursestyle\"","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"},{"id":77,"value":"$30","pinned":false,"hidden":false,"mode":"html","author":"$undefined","summary":"$undefined","output":"","database":"$undefined"},{"id":91,"value":"import {details} from \"@observablehq/callout-boxes\"","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined","output":"$undefined","database":"$undefined"}],"files":"$W31","stdlib":"1","titling":"auto"}} 2e:"$2d:body"

Advanced Data Visualization Course

Advanced Data Visualization: Techniques, Interaction, and Data Patterns

Advanced Data Visualization: Techniques, Interaction,
and Data Patterns