1. I Contest*: Democratizing Ultimate Frisbee Data

2. *When a foul is called in ultimate, the player who committed the foul can choose to contest or not contest the foul call.

3. Today’s presentation 1)My journey to understand the structure of the college ultimate frisbee season 2)My contribution: sharing the data that I’ve gathered 3)Part of something bigger

4. Seattle High School Girls’ Club Team, National Champs 2009 Me!

5. With UW, 2010

6. UW at College Nationals, 2012

7. UW at Northwest Regionals 2014

8. Seattle women’s elite tryout, 2014

11. College Ultimate Season Structure About 100 regular season tournaments per year 2-3 conferences per region 10 regions 20 spots at nationals

12. 2009 Season Structure Change Bids distributed evenly  bids distributed by algorithm

13. Excerpts from the Official Rules of Ultimate: 11th Edition From the Preface: The integrity of Ultimate depends on each player's responsibility to uphold the Spirit of the Game, and this responsibility should remain paramount. From Section 1. Introduction, item B. Spirit of the Game. Ultimate relies upon a spirit of sportsmanship that places the responsibility for fair play on the player. Highly competitive play is encouraged, but never at the expense of mutual respect among competitors, adherence to the agreed upon rules, or the basic joy of play. Protection of these vital elements serves to eliminate unsportsmanlike conduct from the Ultimate field. Such actions as taunting opposing players, dangerous aggression, belligerent intimidation, intentional infractions, or other 'win-at-all-costs' behavior are contrary to the Spirit of the Game and must be avoided by all players.

14. Excerpts from the Official Rules of Ultimate: 11th Edition From the Preface: The integrity of Ultimate depends on each player's responsibility to uphold the Spirit of the Game, and this responsibility should remain paramount. From Section 1. Introduction, item B. Spirit of the Game. Ultimate relies upon a spirit of sportsmanship that places the responsibility for fair play on the player. Highly competitive play is encouraged, but never at the expense of mutual respect among competitors, adherence to the agreed upon rules, or the basic joy of play. Protection of these vital elements serves to eliminate unsportsmanlike conduct from the Ultimate field. Such actions as taunting opposing players, dangerous aggression, belligerent intimidation, intentional infractions, or other 'win-at-all-costs' behavior are contrary to the Spirit of the Game and must be avoided by all players.

15. How can communities use math and algorithms to make decisions in ways that are sensitive to the values of the community?

19. By winter of my senior year, I had: Courses: computer programming, mathematical modeling, health informatics, data visualization Internships: networks research at Montana State University and data visualization consulting company in Seattle Extra work with project mentor.

20. ✔ ✔

23. College Ultimate Season Structure No set schedule for teams during regular season.

24. Network Theory

25. Network Analysis: Who is the Best Tennis Player Ever?

26. Network Theory

28. Network Analysis: Who is the Best Tennis Player Ever?

29. Data Visualization Our brains are built for pictures, not numbers.

32. Data Visualization Our brains are built for pictures, not numbers. New insights into large data sets. Fun!

36. Getting Data USA Ultimate website: tournament result pages, but no full-season data for download Breakthrough: Ultiarchive.com launched Feb. 7, 2014, shares their data!

37. My Data Set 2004-2013 seasons Over 100,000 games Winner, loser, score, tournament location, time of game, and more

38. Sharing Data

39. King County shares real-time bus location data: we get OneBusAway

41. Sharing Data King County shares real-time bus location data: we get OneBusAway US Gov shares data

42. Q: You’ll release the data and just hope people do interesting things with it? A: Yes. Think about the Department of Defense. Modern Satellite data was made available, you had this explosion in the private GPS market. Now GPS is available on your iPhone, so if you’re lost you can navigate. The car rental industry uses it. Google and Facebook use it to help you get real-time information on where your friends are and where the closest restaurant is. The key is recognizing that we don’t have a monopoly on good ideas and that the federal government doesn’t have infinite resources. - USA Chief Information Officer Vivek Kundra, October 2009

43. Sharing Data King County shares real-time bus location data: we get OneBusAway US Gov shares data Making my website

44. US Open Data Website

45. PNW Civic Data Website

46. Concluding Remarks An analogy: On the field, ultimate players are expected to know the rules and trust their opponents to know and follow the rules as well. Off the field, we need to hold ourselves to the same standard.

47. Next Steps Make and publish website to share data Finalize CEP write-up After graduation, I’m interning in the data science division at an advertising company

48. Reflection

49. We all have something to contribute to our communities.

50. Reflection We all have something to contribute to our communities. Putting yourself out there is scary.

51. THANK YOU!