The Streamgraph R package
- 1. Budapest University of Technology and Economics Department of Measurement and Information Systems Budapest University of Technology and Economics Fault Tolerant Systems Research Group Streamgraph package Budapest Users of R Network Meetup Ágnes Salánki salanki.agnes@gmail.com
- 2. HBO Series 2014 2015 US viewers in Million
- 3. HBO Series 2014 2015 True Detective Girls Silicon Valley Game of Thrones Veep The Leftovers Getting On The Comeback Togetherness Ballers The Brink
- 4. History Lee Byron, 2008, NY Times, "Stacked Graphs – Geometry & Aesthetics"
- 6. Antipattern: baby names Line charts instead?
- 7. Streamgraph R package htmlwidget for creating streamgraphs 3 parameters o date (also continuous) o category o value • ~Stat = „identity” in geom_bar ggplot(df) + geom_bar(aes(x = group), stat = "bin") ggplot(df) + geom_bar(aes(x = group, y = value), stat = "identity") variable value A 1 A 20 B 3
- 10. useR! attendees Legends o Only interactively Colors o Manual set is unstable Initiatives for statistical plotting o sg_annotate o sg_add_marker
- 11. Client-Server Communication Protocol monitoring Client Server X1 X2 X3 Benchmarking Client Server X1 X2 X3 Client2 X1 X2 X3
- 12. Protocol monitoring: the good
- 13. Protocol monitoring: the bad
- 14. Protocol monitoring: the ugly
- 15. Conclusion Excellent exploratory tool Simple time series analysis