So here are the rules (in no particular order):
1.) A slide of Drew Conway's Van Diagram of Data Science - Take a drink
2.) A slide that mentions "Black Box" - Take a Drink
3.) A slide of Hilary Mason's Data Science Workflow - Take a Drink
4.) A slide of a Unicorn - Take a drink
6.) A slide with a pie chart - any pie chart - Finish the bottle
7.) A slide that shows the shortage of Data Scientists - Take a Drink
8.) A slide on Big Data - Number_of_Drinks <- trunc(log(size_of_your_data)
9.) A slide that mentions a software tool you use:
- Open Source - 1 Drink (because you use it)
- Proprietary - 2 Drinks (because you use it, and you pay for it)
- Commercial Open Source - 3 Drinks (because you use it, pay for it, and it's free)
10.) A Hero Slide - 1 Drink
- This is a slide that mentions an idol in the Data Science Community for no particular reason, similar to a comic saying they've been married for X years. Examples include: Hadley Wickham, Drew Conway, Hillary Mason, DJ Patil, Wes McKinney, etc.
11.) Finally, if the speaker presents a talk where they talk about data used, show a snippet of the data set, talk about the approach, show snippets of code, and present the results - They are Awesome! Buy them a drink!